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This function transforms the raw REDCap data read by the `redcap_data` function. It returns the transformed data and dictionary, along with a summary of the results of each step.

Usage

rd_transform(
  ...,
  data = NULL,
  dic = NULL,
  event_form = NULL,
  checkbox_labels = c("No", "Yes"),
  checkbox_na = FALSE,
  exclude_recalc = NULL,
  exclude_to_factor = NULL,
  delete_vars = NULL,
  delete_pattern = c("_complete", "_timestamp"),
  final_format = "raw",
  which_event = NULL,
  which_form = NULL,
  wide = NULL
)

Arguments

...

Output of the `redcap_data` function, which is a list containing the data frames of the data, dictionary and event_form (if needed) of the REDCap project.

data

Data frame containing the data read from REDCap. If the list is specified, this argument is not necessary.

dic

Data frame containing the dictionary read from REDCap. If the list is specified, this argument is not necessary.

event_form

Data frame containing the correspondence of each event with each form. If the list is specified, this argument is not necessary.

checkbox_labels

Character vector with the names for the two options of every checkbox variable. Default is `c('No', 'Yes')`.

checkbox_na

Logical indicating if checkboxes values with branching logic should be set to missing only when the branching logic is missing (`FALSE`), or also when the branching logic isn't satisfied (`TRUE`). The default is `FALSE`.

exclude_recalc

Character vector with the names of variables that should not be recalculated. Useful for projects with time-consuming recalculations of certain calculated fields.

exclude_to_factor

Character vector with the names of variables that should not be transformed to factors.

delete_vars

Character vector specifying the variables to exclude.

delete_pattern

Character vector specifying the regex pattern for variables to be excluded. By default, variables ending with `_complete` and `_timestamp` will be removed.

final_format

Character string indicating the final format of the data. Options are `raw`, `by_event` or `by_form`. `raw` (default) returns the transformed data in its original structure, `by_event` returns it as a nested data frame by event, and `by_form` returns it as a nested data frame by form.

which_event

Character string indicating a specific event to return if the final format is `by_event`.

which_form

Character string indicating a specific form to return if the final format is `by_form`.

wide

Logical indicating if the data split by form (if selected) should be in a wide format (`TRUE`) or a long format (`FALSE`).

Value

A list with the transformed dataset, dictionary, event_form, and the results of each transformation step.

Examples

# Basic transformation
rd_transform(covican)
#> Transformation in progress...
#> $data
#>     record_id        redcap_event_name    redcap_event_name.factor
#> 1       100-6     baseline_visit_arm_1              Baseline visit
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#> 314    121-10 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 315     122-8     baseline_visit_arm_1              Baseline visit
#> 316     122-8 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 317    122-12     baseline_visit_arm_1              Baseline visit
#> 318    122-12 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 319    122-13     baseline_visit_arm_1              Baseline visit
#> 320    122-13 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 321    122-18     baseline_visit_arm_1              Baseline visit
#> 322    122-18 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 323    122-19     baseline_visit_arm_1              Baseline visit
#> 324    122-19 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 325    122-23     baseline_visit_arm_1              Baseline visit
#> 326    122-23 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 327    122-30     baseline_visit_arm_1              Baseline visit
#> 328    122-30 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 329    122-33     baseline_visit_arm_1              Baseline visit
#> 330    122-33 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 331    122-35     baseline_visit_arm_1              Baseline visit
#> 332    122-35 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 333    123-10     baseline_visit_arm_1              Baseline visit
#> 334    123-10 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 335     124-7     baseline_visit_arm_1              Baseline visit
#> 336     124-7 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 337     124-9     baseline_visit_arm_1              Baseline visit
#> 338     124-9 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 339     125-6     baseline_visit_arm_1              Baseline visit
#> 340     125-6 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 341    125-10     baseline_visit_arm_1              Baseline visit
#> 342    125-10 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#>     redcap_data_access_group redcap_data_access_group.factor inc_1 inc_2 inc_3
#> 1                hospital_11                     Hospital 11   Yes   Yes   Yes
#> 2                hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 3                hospital_11                     Hospital 11   Yes   Yes   Yes
#> 4                hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 5                hospital_11                     Hospital 11   Yes   Yes   Yes
#> 6                hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 7                hospital_11                     Hospital 11   Yes   Yes   Yes
#> 8                hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 9                hospital_11                     Hospital 11   Yes   Yes   Yes
#> 10               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 11               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 12               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 13               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 14               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 15               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 16               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 17               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 18               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 19               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 20               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 21               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 22               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 23               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 24               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 25                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 26                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 27                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 28                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 29                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 30                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 31                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 32                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 33                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 34                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 35                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 36                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 37                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 38                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 39                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 40                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 41                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 42                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 43                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 44                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 45                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 46                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 47                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 48                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 49                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 50                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 51                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 52                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 53                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 54                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 55                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 56                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 57                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 58                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 59                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 60                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 61                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 62                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 63                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 64               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 65               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 66               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 67               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 68               hospital_24                     Hospital 24  <NA>  <NA>  <NA>
#> 69               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 70               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 71               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 72               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 73               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 74               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 75               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 76               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 77               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 78               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 79               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 80               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 81               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 82               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 83               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 84               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 85               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 86               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 87               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 88               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 89               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 90               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 91               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 92               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 93               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 94               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 95               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 96               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 97               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 98               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 99               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 100              hospital_25                     Hospital 25   Yes   Yes   Yes
#> 101              hospital_25                     Hospital 25  <NA>  <NA>  <NA>
#> 102              hospital_25                     Hospital 25   Yes   Yes   Yes
#> 103              hospital_25                     Hospital 25  <NA>  <NA>  <NA>
#> 104              hospital_25                     Hospital 25   Yes   Yes   Yes
#> 105              hospital_25                     Hospital 25  <NA>  <NA>  <NA>
#> 106               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 107               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 108               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 109               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 110               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 111               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 112               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 113               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 114               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 115               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 116               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 117               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 118               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 119               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 120               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 121               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 122               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 123               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 124               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 125               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 126               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 127               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 128               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 129               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 130               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 131               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 132              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 133              hospital_19                     Hospital 19  <NA>  <NA>  <NA>
#> 134              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 135              hospital_19                     Hospital 19  <NA>  <NA>  <NA>
#> 136              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 137              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 138              hospital_19                     Hospital 19  <NA>  <NA>  <NA>
#> 139              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 140              hospital_19                     Hospital 19  <NA>  <NA>  <NA>
#> 141              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 142              hospital_19                     Hospital 19  <NA>  <NA>  <NA>
#> 143              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 144              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 145              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 146              hospital_19                     Hospital 19  <NA>  <NA>  <NA>
#> 147               hospital_6                      Hospital 6   Yes   Yes   Yes
#> 148               hospital_6                      Hospital 6  <NA>  <NA>  <NA>
#> 149              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 150              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 151              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 152              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 153              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 154              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 155              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 156              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 157              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 158              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 159              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 160              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 161              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 162              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 163              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 164              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 165              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 166              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 167              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 168              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 169              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 170              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 171              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 172              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 173              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 174              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 175              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 176              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 177              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 178              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 179              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 180              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 181              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 182              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 183              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 184              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 185              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 186              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 187              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 188              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 189              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 190              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 191              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 192              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 193              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 194              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 195              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 196              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 197              hospital_26                     Hospital 26   Yes   Yes   Yes
#> 198              hospital_26                     Hospital 26  <NA>  <NA>  <NA>
#> 199              hospital_26                     Hospital 26   Yes   Yes   Yes
#> 200              hospital_26                     Hospital 26  <NA>  <NA>  <NA>
#> 201              hospital_14                     Hospital 14   Yes   Yes   Yes
#> 202              hospital_14                     Hospital 14  <NA>  <NA>  <NA>
#> 203              hospital_14                     Hospital 14   Yes   Yes   Yes
#> 204              hospital_14                     Hospital 14  <NA>  <NA>  <NA>
#> 205              hospital_14                     Hospital 14   Yes   Yes   Yes
#> 206              hospital_14                     Hospital 14  <NA>  <NA>  <NA>
#> 207              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 208              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 209              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 210              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 211              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 212              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 213              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 214              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 215              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 216              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 217              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 218              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 219              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 220              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 221              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 222              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 223              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 224              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 225              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 226              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 227              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 228               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 229               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 230               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 231               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 232               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 233               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 234               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 235               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 236               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 237               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 238               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 239               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 240               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 241               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 242               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 243               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 244               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 245               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 246               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 247               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 248               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 249               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 250               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 251               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 252               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 253               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 254               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 255               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 256               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 257               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 258               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 259               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 260               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 261               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 262               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 263               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 264              hospital_13                     Hospital 13   Yes   Yes   Yes
#> 265              hospital_13                     Hospital 13  <NA>  <NA>  <NA>
#> 266              hospital_13                     Hospital 13   Yes   Yes   Yes
#> 267              hospital_13                     Hospital 13  <NA>  <NA>  <NA>
#> 268              hospital_13                     Hospital 13   Yes   Yes   Yes
#> 269              hospital_13                     Hospital 13  <NA>  <NA>  <NA>
#> 270              hospital_15                     Hospital 15   Yes   Yes   Yes
#> 271              hospital_15                     Hospital 15  <NA>  <NA>  <NA>
#> 272              hospital_15                     Hospital 15   Yes   Yes   Yes
#> 273              hospital_15                     Hospital 15  <NA>  <NA>  <NA>
#> 274              hospital_15                     Hospital 15   Yes   Yes   Yes
#> 275              hospital_15                     Hospital 15  <NA>  <NA>  <NA>
#> 276              hospital_15                     Hospital 15   Yes   Yes   Yes
#> 277              hospital_15                     Hospital 15  <NA>  <NA>  <NA>
#> 278               hospital_4                      Hospital 4   Yes   Yes   Yes
#> 279               hospital_4                      Hospital 4  <NA>  <NA>  <NA>
#> 280               hospital_4                      Hospital 4   Yes   Yes   Yes
#> 281               hospital_4                      Hospital 4  <NA>  <NA>  <NA>
#> 282               hospital_4                      Hospital 4   Yes   Yes   Yes
#> 283               hospital_4                      Hospital 4  <NA>  <NA>  <NA>
#> 284               hospital_2                      Hospital 2   Yes   Yes   Yes
#> 285               hospital_2                      Hospital 2  <NA>  <NA>  <NA>
#> 286               hospital_2                      Hospital 2   Yes   Yes   Yes
#> 287               hospital_2                      Hospital 2   Yes   Yes   Yes
#> 288               hospital_2                      Hospital 2  <NA>  <NA>  <NA>
#> 289               hospital_2                      Hospital 2   Yes   Yes   Yes
#> 290               hospital_2                      Hospital 2   Yes   Yes   Yes
#> 291               hospital_2                      Hospital 2  <NA>  <NA>  <NA>
#> 292               hospital_2                      Hospital 2   Yes   Yes   Yes
#> 293               hospital_2                      Hospital 2  <NA>  <NA>  <NA>
#> 294              hospital_22                     Hospital 22   Yes   Yes   Yes
#> 295              hospital_22                     Hospital 22   Yes   Yes   Yes
#> 296              hospital_22                     Hospital 22  <NA>  <NA>  <NA>
#> 297              hospital_22                     Hospital 22   Yes   Yes   Yes
#> 298               hospital_7                      Hospital 7   Yes   Yes   Yes
#> 299               hospital_7                      Hospital 7  <NA>  <NA>  <NA>
#> 300               hospital_7                      Hospital 7   Yes   Yes   Yes
#> 301               hospital_7                      Hospital 7  <NA>  <NA>  <NA>
#> 302               hospital_7                      Hospital 7   Yes   Yes   Yes
#> 303              hospital_12                     Hospital 12   Yes   Yes   Yes
#> 304              hospital_12                     Hospital 12  <NA>  <NA>  <NA>
#> 305              hospital_12                     Hospital 12   Yes   Yes   Yes
#> 306              hospital_12                     Hospital 12   Yes   Yes   Yes
#> 307              hospital_12                     Hospital 12  <NA>  <NA>  <NA>
#> 308              hospital_12                     Hospital 12   Yes   Yes   Yes
#> 309              hospital_12                     Hospital 12  <NA>  <NA>  <NA>
#> 310              hospital_12                     Hospital 12   Yes   Yes   Yes
#> 311               hospital_3                      Hospital 3   Yes   Yes   Yes
#> 312               hospital_3                      Hospital 3  <NA>  <NA>  <NA>
#> 313               hospital_3                      Hospital 3   Yes   Yes   Yes
#> 314               hospital_3                      Hospital 3  <NA>  <NA>  <NA>
#> 315              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 316              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 317              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 318              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 319              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 320              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 321              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 322              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 323              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 324              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 325              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 326              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 327              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 328              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 329              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 330              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 331              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 332              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 333               hospital_9                      Hospital 9   Yes   Yes   Yes
#> 334               hospital_9                      Hospital 9  <NA>  <NA>  <NA>
#> 335              hospital_17                     Hospital 17   Yes   Yes   Yes
#> 336              hospital_17                     Hospital 17  <NA>  <NA>  <NA>
#> 337              hospital_17                     Hospital 17   Yes   Yes   Yes
#> 338              hospital_17                     Hospital 17  <NA>  <NA>  <NA>
#> 339              hospital_23                     Hospital 23   Yes   Yes   Yes
#> 340              hospital_23                     Hospital 23  <NA>  <NA>  <NA>
#> 341              hospital_23                     Hospital 23   Yes   Yes   Yes
#> 342              hospital_23                     Hospital 23  <NA>  <NA>  <NA>
#>     exc_1 screening_fail_crit screening_fail_crit_recalc    d_birth d_admission
#> 1      No                   0                          0 1963-10-05  2020-04-12
#> 2    <NA>                  NA                         NA       <NA>        <NA>
#> 3      No                   0                          0 1959-10-04  2020-02-13
#> 4    <NA>                  NA                         NA       <NA>        <NA>
#> 5      No                   0                          0 1951-04-08  2020-03-08
#> 6    <NA>                  NA                         NA       <NA>        <NA>
#> 7      No                   0                          0 1944-08-08  2020-02-23
#> 8    <NA>                  NA                         NA       <NA>        <NA>
#> 9      No                   0                          0 1954-12-02  2020-06-15
#> 10   <NA>                  NA                         NA       <NA>        <NA>
#> 11     No                   0                          0 1952-05-08  2020-02-25
#> 12   <NA>                  NA                         NA       <NA>        <NA>
#> 13     No                   0                          0 1954-06-24  2020-04-08
#> 14   <NA>                  NA                         NA       <NA>        <NA>
#> 15     No                   0                          0 1947-08-12  2020-05-10
#> 16   <NA>                  NA                         NA       <NA>        <NA>
#> 17     No                   0                          0 1943-06-19  2020-02-10
#> 18   <NA>                  NA                         NA       <NA>        <NA>
#> 19     No                   0                          0 1944-07-11  2020-06-09
#> 20   <NA>                  NA                         NA       <NA>        <NA>
#> 21     No                   0                          0 1943-06-23  2020-04-07
#> 22   <NA>                  NA                         NA       <NA>        <NA>
#> 23     No                   0                          0 1944-01-04  2020-04-15
#> 24   <NA>                  NA                         NA       <NA>        <NA>
#> 25     No                   0                          0 1958-09-20  2020-03-29
#> 26   <NA>                  NA                         NA       <NA>        <NA>
#> 27     No                   0                          0 1984-01-26  2020-04-30
#> 28   <NA>                  NA                         NA       <NA>        <NA>
#> 29     No                   0                          0 1941-05-09  2020-03-19
#> 30   <NA>                  NA                         NA       <NA>        <NA>
#> 31     No                   0                          0 1945-11-08  2020-05-22
#> 32   <NA>                  NA                         NA       <NA>        <NA>
#> 33     No                   0                          0 1951-09-14  2020-04-05
#> 34   <NA>                  NA                         NA       <NA>        <NA>
#> 35     No                   0                          0 1937-02-12  2020-06-23
#> 36     No                   0                          0 1955-04-17  2020-02-12
#> 37   <NA>                  NA                         NA       <NA>        <NA>
#> 38     No                   0                          0 1962-02-13  2020-04-17
#> 39   <NA>                  NA                         NA       <NA>        <NA>
#> 40     No                   0                          0 1934-07-24  2020-06-05
#> 41   <NA>                  NA                         NA       <NA>        <NA>
#> 42     No                   0                          0 1946-03-06  2020-03-23
#> 43   <NA>                  NA                         NA       <NA>        <NA>
#> 44     No                   0                          0 1950-02-10  2020-02-14
#> 45   <NA>                  NA                         NA       <NA>        <NA>
#> 46     No                   0                          0 1949-04-26  2020-05-25
#> 47   <NA>                  NA                         NA       <NA>        <NA>
#> 48     No                   0                          0 1957-07-06  2020-03-22
#> 49   <NA>                  NA                         NA       <NA>        <NA>
#> 50     No                   0                          0 1942-12-24  2020-03-14
#> 51   <NA>                  NA                         NA       <NA>        <NA>
#> 52     No                   0                          0 1957-05-16  2020-04-20
#> 53   <NA>                  NA                         NA       <NA>        <NA>
#> 54     No                   0                          0 1955-12-07  2020-02-14
#> 55   <NA>                  NA                         NA       <NA>        <NA>
#> 56     No                   0                          0 1948-09-18  2020-02-04
#> 57   <NA>                  NA                         NA       <NA>        <NA>
#> 58     No                   0                          0 1947-09-05  2020-05-15
#> 59   <NA>                  NA                         NA       <NA>        <NA>
#> 60     No                   0                          0 1956-01-07  2020-02-22
#> 61   <NA>                  NA                         NA       <NA>        <NA>
#> 62     No                   0                          0 1977-08-26  2020-01-30
#> 63   <NA>                  NA                         NA       <NA>        <NA>
#> 64     No                   0                          0 1967-02-02  2020-06-02
#> 65     No                   0                          0 1934-03-23  2020-05-18
#> 66     No                   0                          0 1956-12-12  2020-02-09
#> 67     No                   0                          0 1962-01-28  2020-02-10
#> 68   <NA>                  NA                         NA       <NA>        <NA>
#> 69     No                   0                          0 1951-12-16  2020-06-22
#> 70     No                   0                          0 1949-01-24  2020-05-06
#> 71     No                   0                          0 1944-10-25  2020-02-22
#> 72     No                   0                          0 1956-07-21  2020-05-30
#> 73     No                   0                          0 1968-02-13  2020-04-11
#> 74     No                   0                          0 1937-05-14  2020-06-23
#> 75     No                   0                          0 1949-12-19  2020-06-03
#> 76     No                   0                          0 1945-04-16  2020-04-16
#> 77     No                   0                          0 1962-10-03  2020-04-09
#> 78     No                   0                          0 1943-09-19  2020-03-02
#> 79     No                   0                          0 1939-04-17  2020-01-28
#> 80     No                   0                          0 1941-08-10  2020-03-14
#> 81     No                   0                          0 1965-03-02  2020-04-04
#> 82     No                   0                          0 1964-06-09  2020-02-17
#> 83     No                   0                          0       <NA>        <NA>
#> 84     No                   0                          0 1937-01-28  2020-05-26
#> 85     No                   0                          0 1959-04-23  2020-06-07
#> 86     No                   0                          0 1958-05-03  2020-05-01
#> 87   <NA>                  NA                         NA       <NA>        <NA>
#> 88     No                   0                          0 1933-02-23  2020-02-15
#> 89   <NA>                  NA                         NA       <NA>        <NA>
#> 90     No                   0                          0 1939-04-24  2020-05-28
#> 91   <NA>                  NA                         NA       <NA>        <NA>
#> 92     No                   0                          0 1967-11-26  2020-04-20
#> 93   <NA>                  NA                         NA       <NA>        <NA>
#> 94     No                   0                          0 1945-03-13  2020-04-24
#> 95   <NA>                  NA                         NA       <NA>        <NA>
#> 96     No                   0                          0 1998-03-16  2020-02-20
#> 97   <NA>                  NA                         NA       <NA>        <NA>
#> 98     No                   0                          0 1941-04-10  2020-06-13
#> 99   <NA>                  NA                         NA       <NA>        <NA>
#> 100    No                   0                          0 1957-11-02  2020-06-25
#> 101  <NA>                  NA                         NA       <NA>        <NA>
#> 102    No                   0                          0 1955-10-14  2020-04-23
#> 103  <NA>                  NA                         NA       <NA>        <NA>
#> 104    No                   0                          0 1973-02-08  2020-04-12
#> 105  <NA>                  NA                         NA       <NA>        <NA>
#> 106    No                   0                          0 1948-06-25  2020-04-27
#> 107  <NA>                  NA                         NA       <NA>        <NA>
#> 108    No                   0                          0 1936-01-10  2020-05-23
#> 109  <NA>                  NA                         NA       <NA>        <NA>
#> 110   Yes                   1                          1       <NA>        <NA>
#> 111    No                   0                          0 1930-09-14  2020-03-18
#> 112  <NA>                  NA                         NA       <NA>        <NA>
#> 113    No                   0                          0 1936-06-12  2020-03-17
#> 114  <NA>                  NA                         NA       <NA>        <NA>
#> 115    No                   0                          0 1941-06-05  2020-03-20
#> 116  <NA>                  NA                         NA       <NA>        <NA>
#> 117    No                   0                          0 1951-07-06  2020-05-01
#> 118  <NA>                  NA                         NA       <NA>        <NA>
#> 119    No                   0                          0 1938-03-07  2020-04-14
#> 120  <NA>                  NA                         NA       <NA>        <NA>
#> 121    No                   0                          0 1943-11-02  2020-04-05
#> 122  <NA>                  NA                         NA       <NA>        <NA>
#> 123    No                   0                          0 1948-10-21  2020-05-08
#> 124  <NA>                  NA                         NA       <NA>        <NA>
#> 125   Yes                   1                          1       <NA>        <NA>
#> 126    No                   0                          0 1946-10-27  2020-06-18
#> 127  <NA>                  NA                         NA       <NA>        <NA>
#> 128    No                   0                          0 1969-05-24  2020-03-02
#> 129  <NA>                  NA                         NA       <NA>        <NA>
#> 130    No                   0                          0 1940-01-22  2020-02-06
#> 131  <NA>                  NA                         NA       <NA>        <NA>
#> 132    No                   0                          0 1954-03-15  2020-06-03
#> 133  <NA>                  NA                         NA       <NA>        <NA>
#> 134    No                   0                          0 1966-09-01  2020-05-30
#> 135  <NA>                  NA                         NA       <NA>        <NA>
#> 136    No                   0                          0 1952-07-09  2020-05-25
#> 137    No                   0                          0 1953-03-02  2020-04-13
#> 138  <NA>                  NA                         NA       <NA>        <NA>
#> 139    No                   0                          0 1935-11-23  2020-04-13
#> 140  <NA>                  NA                         NA       <NA>        <NA>
#> 141    No                   0                          0 1953-03-26  2020-02-21
#> 142  <NA>                  NA                         NA       <NA>        <NA>
#> 143    No                   0                          0 1953-05-05  2020-04-28
#> 144    No                   0                          0 1952-01-18  2020-05-07
#> 145    No                   0                          0 1947-02-10  2020-06-11
#> 146  <NA>                  NA                         NA       <NA>        <NA>
#> 147    No                   0                          0 1932-12-04  2020-03-26
#> 148  <NA>                  NA                         NA       <NA>        <NA>
#> 149    No                   0                          0 1935-01-17  2020-03-19
#> 150  <NA>                  NA                         NA       <NA>        <NA>
#> 151    No                   0                          0 1962-08-27  2020-03-10
#> 152  <NA>                  NA                         NA       <NA>        <NA>
#> 153    No                   0                          0 1966-04-12  2020-06-14
#> 154  <NA>                  NA                         NA       <NA>        <NA>
#> 155    No                   0                          0 1960-12-26  2020-03-08
#> 156  <NA>                  NA                         NA       <NA>        <NA>
#> 157    No                   0                          0 1962-07-03  2020-06-13
#> 158  <NA>                  NA                         NA       <NA>        <NA>
#> 159    No                   0                          0 1948-01-06  2020-04-05
#> 160  <NA>                  NA                         NA       <NA>        <NA>
#> 161    No                   0                          0 1955-02-28  2020-03-03
#> 162  <NA>                  NA                         NA       <NA>        <NA>
#> 163    No                   0                          0 1976-05-07  2020-03-03
#> 164    No                   0                          0 1970-12-07  2020-02-09
#> 165  <NA>                  NA                         NA       <NA>        <NA>
#> 166    No                   0                          0 1946-06-03  2020-05-13
#> 167  <NA>                  NA                         NA       <NA>        <NA>
#> 168    No                   0                          0 1951-03-08  2020-03-25
#> 169  <NA>                  NA                         NA       <NA>        <NA>
#> 170    No                   0                          0 1961-07-26  2020-06-02
#> 171  <NA>                  NA                         NA       <NA>        <NA>
#> 172    No                   0                          0 1955-08-12  2020-02-26
#> 173  <NA>                  NA                         NA       <NA>        <NA>
#> 174    No                   0                          0 1949-05-19  2020-05-11
#> 175  <NA>                  NA                         NA       <NA>        <NA>
#> 176    No                   0                          0 1972-09-11  2020-04-05
#> 177  <NA>                  NA                         NA       <NA>        <NA>
#> 178    No                   0                          0 1942-06-18  2020-05-26
#> 179    No                   0                          0 1936-07-22  2020-02-08
#> 180  <NA>                  NA                         NA       <NA>        <NA>
#> 181    No                   0                          0 1952-02-14  2020-03-08
#> 182  <NA>                  NA                         NA       <NA>        <NA>
#> 183    No                   0                          0 1965-10-23  2020-02-23
#> 184  <NA>                  NA                         NA       <NA>        <NA>
#> 185    No                   0                          0 1928-11-04  2020-02-24
#> 186    No                   0                          0 1941-06-01  2020-04-25
#> 187  <NA>                  NA                         NA       <NA>        <NA>
#> 188    No                   0                          0 1950-09-18  2020-02-10
#> 189  <NA>                  NA                         NA       <NA>        <NA>
#> 190    No                   0                          0 1956-08-15  2020-05-16
#> 191    No                   0                          0 1974-10-05  2020-06-08
#> 192  <NA>                  NA                         NA       <NA>        <NA>
#> 193    No                   0                          0 1951-01-08  2020-05-25
#> 194  <NA>                  NA                         NA       <NA>        <NA>
#> 195    No                   0                          0 1934-09-20  2020-04-24
#> 196  <NA>                  NA                         NA       <NA>        <NA>
#> 197    No                   0                          0 1979-12-25  2020-02-08
#> 198  <NA>                  NA                         NA       <NA>        <NA>
#> 199    No                   0                          0 1930-05-15  2020-05-22
#> 200  <NA>                  NA                         NA       <NA>        <NA>
#> 201    No                   0                          0 1963-01-09  2020-01-31
#> 202  <NA>                  NA                         NA       <NA>        <NA>
#> 203    No                   0                          0 1957-04-15  2020-04-06
#> 204  <NA>                  NA                         NA       <NA>        <NA>
#> 205    No                   0                          0 1961-05-10  2020-02-06
#> 206  <NA>                  NA                         NA       <NA>        <NA>
#> 207    No                   0                          0 1963-09-26  2020-04-12
#> 208  <NA>                  NA                         NA       <NA>        <NA>
#> 209    No                   0                          0 1931-03-04  2020-06-23
#> 210    No                   0                          0 1943-08-23  2020-06-18
#> 211  <NA>                  NA                         NA       <NA>        <NA>
#> 212    No                   0                          0 1969-02-22  2020-03-29
#> 213  <NA>                  NA                         NA       <NA>        <NA>
#> 214    No                   0                          0 1946-03-16  2020-05-24
#> 215  <NA>                  NA                         NA       <NA>        <NA>
#> 216    No                   0                          0 1944-04-18  2020-02-03
#> 217  <NA>                  NA                         NA       <NA>        <NA>
#> 218    No                   0                          0 1965-02-24  2020-04-27
#> 219  <NA>                  NA                         NA       <NA>        <NA>
#> 220    No                   0                          0 1948-07-04  2020-06-16
#> 221  <NA>                  NA                         NA       <NA>        <NA>
#> 222    No                   0                          0 1970-06-18  2020-03-04
#> 223  <NA>                  NA                         NA       <NA>        <NA>
#> 224    No                   0                          0 1956-09-18  2020-06-20
#> 225  <NA>                  NA                         NA       <NA>        <NA>
#> 226    No                   0                          0 1961-01-01  2020-03-17
#> 227  <NA>                  NA                         NA       <NA>        <NA>
#> 228    No                   0                          0 1958-02-13  2020-02-20
#> 229  <NA>                  NA                         NA       <NA>        <NA>
#> 230    No                   0                          0 1968-12-27  2020-05-05
#> 231  <NA>                  NA                         NA       <NA>        <NA>
#> 232    No                   0                          0 1958-06-08  2020-05-09
#> 233  <NA>                  NA                         NA       <NA>        <NA>
#> 234    No                   0                          0 1984-12-25  2020-03-26
#> 235  <NA>                  NA                         NA       <NA>        <NA>
#> 236    No                   0                          0 1970-09-16  2020-06-11
#> 237  <NA>                  NA                         NA       <NA>        <NA>
#> 238    No                   0                          0 1979-02-25  2020-04-02
#> 239  <NA>                  NA                         NA       <NA>        <NA>
#> 240    No                   0                          0 1945-11-20  2020-05-12
#> 241  <NA>                  NA                         NA       <NA>        <NA>
#> 242    No                   0                          0 1946-10-05  2020-06-19
#> 243  <NA>                  NA                         NA       <NA>        <NA>
#> 244    No                   0                          0 1931-07-18  2020-06-05
#> 245  <NA>                  NA                         NA       <NA>        <NA>
#> 246    No                   0                          0 1972-06-26  2020-05-22
#> 247  <NA>                  NA                         NA       <NA>        <NA>
#> 248    No                   0                          0 1957-01-06  2020-02-10
#> 249  <NA>                  NA                         NA       <NA>        <NA>
#> 250    No                   0                          0 1940-01-08  2020-03-27
#> 251  <NA>                  NA                         NA       <NA>        <NA>
#> 252    No                   0                          0 1931-01-22  2020-03-11
#> 253  <NA>                  NA                         NA       <NA>        <NA>
#> 254    No                   0                          0 1940-06-15  2020-02-25
#> 255  <NA>                  NA                         NA       <NA>        <NA>
#> 256    No                   0                          0 1950-06-22  2020-03-06
#> 257  <NA>                  NA                         NA       <NA>        <NA>
#> 258    No                   0                          0 1942-01-18  2020-03-28
#> 259  <NA>                  NA                         NA       <NA>        <NA>
#> 260    No                   0                          0 1941-10-17  2020-04-15
#> 261  <NA>                  NA                         NA       <NA>        <NA>
#> 262    No                   0                          0 1939-08-25  2020-02-13
#> 263  <NA>                  NA                         NA       <NA>        <NA>
#> 264    No                   0                          0 1941-09-10  2020-03-09
#> 265  <NA>                  NA                         NA       <NA>        <NA>
#> 266    No                   0                          0 1953-02-08  2020-02-05
#> 267  <NA>                  NA                         NA       <NA>        <NA>
#> 268    No                   0                          0 1940-11-22  2020-06-13
#> 269  <NA>                  NA                         NA       <NA>        <NA>
#> 270    No                   0                          0 1951-10-23  2020-05-10
#> 271  <NA>                  NA                         NA       <NA>        <NA>
#> 272    No                   0                          0 1989-02-17  2020-03-09
#> 273  <NA>                  NA                         NA       <NA>        <NA>
#> 274    No                   0                          0 1954-06-06  2020-05-30
#> 275  <NA>                  NA                         NA       <NA>        <NA>
#> 276    No                   0                          0 1957-12-22  2020-02-02
#> 277  <NA>                  NA                         NA       <NA>        <NA>
#> 278    No                   0                          0 1983-09-11  2020-04-26
#> 279  <NA>                  NA                         NA       <NA>        <NA>
#> 280    No                   0                          0 1968-09-13  2020-03-06
#> 281  <NA>                  NA                         NA       <NA>        <NA>
#> 282    No                   0                          0 1952-02-22  2020-04-12
#> 283  <NA>                  NA                         NA       <NA>        <NA>
#> 284    No                   0                          0 1965-01-13  2020-03-27
#> 285  <NA>                  NA                         NA       <NA>        <NA>
#> 286   Yes                   1                          1       <NA>        <NA>
#> 287    No                   0                          0 1947-08-11  2020-02-03
#> 288  <NA>                  NA                         NA       <NA>        <NA>
#> 289   Yes                   1                          1       <NA>        <NA>
#> 290    No                   0                          0 1953-02-13  2020-04-13
#> 291  <NA>                  NA                         NA       <NA>        <NA>
#> 292    No                   0                          0 1950-08-14  2020-04-30
#> 293  <NA>                  NA                         NA       <NA>        <NA>
#> 294    No                   0                          0 1948-07-21  2020-03-28
#> 295    No                   0                          0 1993-01-22  2020-04-01
#> 296  <NA>                  NA                         NA       <NA>        <NA>
#> 297    No                   0                          0 1940-03-22  2020-02-16
#> 298    No                   0                          0 1964-01-18  2020-03-02
#> 299  <NA>                  NA                         NA       <NA>        <NA>
#> 300    No                   0                          0 1952-01-28  2020-03-13
#> 301  <NA>                  NA                         NA       <NA>        <NA>
#> 302    No                   0                          0 1938-12-17  2020-05-20
#> 303    No                   0                          0 1951-11-27  2020-05-04
#> 304  <NA>                  NA                         NA       <NA>        <NA>
#> 305    No                   0                          0 1940-08-25  2020-04-22
#> 306    No                   0                          0 1943-07-23  2020-04-05
#> 307  <NA>                  NA                         NA       <NA>        <NA>
#> 308    No                   0                          0 1963-06-05  2020-05-07
#> 309  <NA>                  NA                         NA       <NA>        <NA>
#> 310    No                   0                          0 1956-02-20  2020-06-19
#> 311    No                   0                          0 1949-08-07  2020-06-14
#> 312  <NA>                  NA                         NA       <NA>        <NA>
#> 313    No                   0                          0 1966-04-13  2020-04-22
#> 314  <NA>                  NA                         NA       <NA>        <NA>
#> 315    No                   0                          0 1950-01-17  2020-02-05
#> 316  <NA>                  NA                         NA       <NA>        <NA>
#> 317    No                   0                          0 1973-05-06  2020-03-15
#> 318  <NA>                  NA                         NA       <NA>        <NA>
#> 319    No                   0                          0 1962-05-15  2020-02-09
#> 320  <NA>                  NA                         NA       <NA>        <NA>
#> 321    No                   0                          0 1973-04-14  2020-05-20
#> 322  <NA>                  NA                         NA       <NA>        <NA>
#> 323    No                   0                          0 1950-01-25  2020-02-02
#> 324  <NA>                  NA                         NA       <NA>        <NA>
#> 325    No                   0                          0 1993-11-09  2020-05-25
#> 326  <NA>                  NA                         NA       <NA>        <NA>
#> 327    No                   0                          0 1967-01-06  2020-02-20
#> 328  <NA>                  NA                         NA       <NA>        <NA>
#> 329    No                   0                          0 1942-11-17  2020-05-03
#> 330  <NA>                  NA                         NA       <NA>        <NA>
#> 331    No                   0                          0 1940-02-09  2020-03-27
#> 332  <NA>                  NA                         NA       <NA>        <NA>
#> 333    No                   0                          0 1955-07-27  2020-04-03
#> 334  <NA>                  NA                         NA       <NA>        <NA>
#> 335    No                   0                          0 1948-02-09  2020-05-12
#> 336  <NA>                  NA                         NA       <NA>        <NA>
#> 337    No                   0                          0 1942-06-21  2020-06-03
#> 338  <NA>                  NA                         NA       <NA>        <NA>
#> 339    No                   0                          0 1951-06-10  2020-03-01
#> 340  <NA>                  NA                         NA       <NA>        <NA>
#> 341    No                   0                          0 1972-02-26  2020-06-25
#> 342  <NA>                  NA                         NA       <NA>        <NA>
#>     age age_recalc   dm
#> 1    56         56   No
#> 2    NA         NA <NA>
#> 3    60         60   No
#> 4    NA         NA <NA>
#> 5    68         68  Yes
#> 6    NA         NA <NA>
#> 7    75         75  Yes
#> 8    NA         NA <NA>
#> 9    65         65   No
#> 10   NA         NA <NA>
#> 11   67         67  Yes
#> 12   NA         NA <NA>
#> 13   65         65   No
#> 14   NA         NA <NA>
#> 15   72         72   No
#> 16   NA         NA <NA>
#> 17   76         76   No
#> 18   NA         NA <NA>
#> 19   75         75  Yes
#> 20   NA         NA <NA>
#> 21   76         76   No
#> 22   NA         NA <NA>
#> 23   76         76   No
#> 24   NA         NA <NA>
#> 25   61         61   No
#> 26   NA         NA <NA>
#> 27   36         36   No
#> 28   NA         NA <NA>
#> 29   78         78   No
#> 30   NA         NA <NA>
#> 31   74         74  Yes
#> 32   NA         NA <NA>
#> 33   68         68   No
#> 34   NA         NA <NA>
#> 35   83         83  Yes
#> 36   64         64   No
#> 37   NA         NA <NA>
#> 38   58         58   No
#> 39   NA         NA <NA>
#> 40   85         85   No
#> 41   NA         NA <NA>
#> 42   74         74   No
#> 43   NA         NA <NA>
#> 44   70         70   No
#> 45   NA         NA <NA>
#> 46   71         71   No
#> 47   NA         NA <NA>
#> 48   62         62   No
#> 49   NA         NA <NA>
#> 50   77         77   No
#> 51   NA         NA <NA>
#> 52   62         62   No
#> 53   NA         NA <NA>
#> 54   64         64   No
#> 55   NA         NA <NA>
#> 56   71         71   No
#> 57   NA         NA <NA>
#> 58   72         72   No
#> 59   NA         NA <NA>
#> 60   64         64  Yes
#> 61   NA         NA <NA>
#> 62   42         42   No
#> 63   NA         NA <NA>
#> 64   53         53   No
#> 65   86         86  Yes
#> 66   63         63   No
#> 67   58         58   No
#> 68   NA         NA <NA>
#> 69   68         68   No
#> 70   71         71   No
#> 71   75         75   No
#> 72   63         63   No
#> 73   52         52   No
#> 74   83         83  Yes
#> 75   70         70  Yes
#> 76   74         75  Yes
#> 77   57         57   No
#> 78   76         76   No
#> 79   80         80   No
#> 80   78         78  Yes
#> 81   55         55   No
#> 82   55         55   No
#> 83   NA         NA   No
#> 84   83         83   No
#> 85   61         61   No
#> 86   61         61  Yes
#> 87   NA         NA <NA>
#> 88   86         86   No
#> 89   NA         NA <NA>
#> 90   81         81   No
#> 91   NA         NA <NA>
#> 92   52         52   No
#> 93   NA         NA <NA>
#> 94   75         75   No
#> 95   NA         NA <NA>
#> 96   21         21   No
#> 97   NA         NA <NA>
#> 98   79         79   No
#> 99   NA         NA <NA>
#> 100  62         62   No
#> 101  NA         NA <NA>
#> 102  64         64  Yes
#> 103  NA         NA <NA>
#> 104  47         47   No
#> 105  NA         NA <NA>
#> 106  71         71  Yes
#> 107  NA         NA <NA>
#> 108  84         84  Yes
#> 109  NA         NA <NA>
#> 110  NA         NA <NA>
#> 111  89         89   No
#> 112  NA         NA <NA>
#> 113  83         83 <NA>
#> 114  NA         NA <NA>
#> 115  78         78   No
#> 116  NA         NA <NA>
#> 117  68         68   No
#> 118  NA         NA <NA>
#> 119  82         82  Yes
#> 120  NA         NA <NA>
#> 121  76         76  Yes
#> 122  NA         NA <NA>
#> 123  71         71   No
#> 124  NA         NA <NA>
#> 125  NA         NA <NA>
#> 126  73         73  Yes
#> 127  NA         NA <NA>
#> 128  50         50   No
#> 129  NA         NA <NA>
#> 130  80         80   No
#> 131  NA         NA <NA>
#> 132  66         66   No
#> 133  NA         NA <NA>
#> 134  53         53   No
#> 135  NA         NA <NA>
#> 136  67         67   No
#> 137  67         67  Yes
#> 138  NA         NA <NA>
#> 139  84         84   No
#> 140  NA         NA <NA>
#> 141  66         66  Yes
#> 142  NA         NA <NA>
#> 143  66         66   No
#> 144  68         68   No
#> 145  73         73   No
#> 146  NA         NA <NA>
#> 147  87         87   No
#> 148  NA         NA <NA>
#> 149  85         85   No
#> 150  NA         NA <NA>
#> 151  57         57   No
#> 152  NA         NA <NA>
#> 153  54         54  Yes
#> 154  NA         NA <NA>
#> 155  59         59   No
#> 156  NA         NA <NA>
#> 157  57         57  Yes
#> 158  NA         NA <NA>
#> 159  72         72  Yes
#> 160  NA         NA <NA>
#> 161  65         65   No
#> 162  NA         NA <NA>
#> 163  43         43   No
#> 164  49         49   No
#> 165  NA         NA <NA>
#> 166  73         73   No
#> 167  NA         NA <NA>
#> 168  69         69   No
#> 169  NA         NA <NA>
#> 170  58         58   No
#> 171  NA         NA <NA>
#> 172  64         64   No
#> 173  NA         NA <NA>
#> 174  70         70  Yes
#> 175  NA         NA <NA>
#> 176  47         47   No
#> 177  NA         NA <NA>
#> 178  77         77   No
#> 179  83         83  Yes
#> 180  NA         NA <NA>
#> 181  68         68   No
#> 182  NA         NA <NA>
#> 183  54         54   No
#> 184  NA         NA <NA>
#> 185  91         91   No
#> 186  78         78   No
#> 187  NA         NA <NA>
#> 188  69         69   No
#> 189  NA         NA <NA>
#> 190  63         63   No
#> 191  45         45   No
#> 192  NA         NA <NA>
#> 193  69         69  Yes
#> 194  NA         NA <NA>
#> 195  85         85   No
#> 196  NA         NA <NA>
#> 197  40         40   No
#> 198  NA         NA <NA>
#> 199  90         90   No
#> 200  NA         NA <NA>
#> 201  57         57  Yes
#> 202  NA         NA <NA>
#> 203  62         62  Yes
#> 204  NA         NA <NA>
#> 205  58         58   No
#> 206  NA         NA <NA>
#> 207  56         56   No
#> 208  NA         NA <NA>
#> 209  89         89   No
#> 210  76         76   No
#> 211  NA         NA <NA>
#> 212  51         51   No
#> 213  NA         NA <NA>
#> 214  74         74   No
#> 215  NA         NA <NA>
#> 216  75         75   No
#> 217  NA         NA <NA>
#> 218  55         55  Yes
#> 219  NA         NA <NA>
#> 220  71         71   No
#> 221  NA         NA <NA>
#> 222  49         49   No
#> 223  NA         NA <NA>
#> 224  63         63   No
#> 225  NA         NA <NA>
#> 226  59         59  Yes
#> 227  NA         NA <NA>
#> 228  62         62  Yes
#> 229  NA         NA <NA>
#> 230  51         51   No
#> 231  NA         NA <NA>
#> 232  61         61  Yes
#> 233  NA         NA <NA>
#> 234  35         35   No
#> 235  NA         NA <NA>
#> 236  49         49   No
#> 237  NA         NA <NA>
#> 238  41         41   No
#> 239  NA         NA <NA>
#> 240  74         74   No
#> 241  NA         NA <NA>
#> 242  73         73   No
#> 243  NA         NA <NA>
#> 244  88         88   No
#> 245  NA         NA <NA>
#> 246  47         47   No
#> 247  NA         NA <NA>
#> 248  63         63   No
#> 249  NA         NA <NA>
#> 250  80         80   No
#> 251  NA         NA <NA>
#> 252  89         89  Yes
#> 253  NA         NA <NA>
#> 254  79         79   No
#> 255  NA         NA <NA>
#> 256  69         69   No
#> 257  NA         NA <NA>
#> 258  78         78   No
#> 259  NA         NA <NA>
#> 260  78         78   No
#> 261  NA         NA <NA>
#> 262  80         80   No
#> 263  NA         NA <NA>
#> 264  78         78   No
#> 265  NA         NA <NA>
#> 266  66         66   No
#> 267  NA         NA <NA>
#> 268  79         79   No
#> 269  NA         NA <NA>
#> 270  68         68   No
#> 271  NA         NA <NA>
#> 272  31         31  Yes
#> 273  NA         NA <NA>
#> 274  65         65  Yes
#> 275  NA         NA <NA>
#> 276  62         62   No
#> 277  NA         NA <NA>
#> 278  36         36   No
#> 279  NA         NA <NA>
#> 280  51         51   No
#> 281  NA         NA <NA>
#> 282  68         68   No
#> 283  NA         NA <NA>
#> 284  55         55   No
#> 285  NA         NA <NA>
#> 286  NA         NA <NA>
#> 287  72         72   No
#> 288  NA         NA <NA>
#> 289  NA         NA <NA>
#> 290  67         67   No
#> 291  NA         NA <NA>
#> 292  69         69  Yes
#> 293  NA         NA <NA>
#> 294  71         71   No
#> 295  27         27   No
#> 296  NA         NA <NA>
#> 297  79         79   No
#> 298  56         56  Yes
#> 299  NA         NA <NA>
#> 300  68         68   No
#> 301  NA         NA <NA>
#> 302  81         81  Yes
#> 303  68         68  Yes
#> 304  NA         NA <NA>
#> 305  79         79   No
#> 306  76         76  Yes
#> 307  NA         NA <NA>
#> 308  56         56   No
#> 309  NA         NA <NA>
#> 310  64         64   No
#> 311  70         70  Yes
#> 312  NA         NA <NA>
#> 313  54         54   No
#> 314  NA         NA <NA>
#> 315  70         70   No
#> 316  NA         NA <NA>
#> 317  46         46   No
#> 318  NA         NA <NA>
#> 319  57         57   No
#> 320  NA         NA <NA>
#> 321  47         47   No
#> 322  NA         NA <NA>
#> 323  70         70   No
#> 324  NA         NA <NA>
#> 325  26         26   No
#> 326  NA         NA <NA>
#> 327  53         53   No
#> 328  NA         NA <NA>
#> 329  77         77   No
#> 330  NA         NA <NA>
#> 331  80         80   No
#> 332  NA         NA <NA>
#> 333  64         64   No
#> 334  NA         NA <NA>
#> 335  72         72  Yes
#> 336  NA         NA <NA>
#> 337  77         77  Yes
#> 338  NA         NA <NA>
#> 339  68         68  Yes
#> 340  NA         NA <NA>
#> 341  48         48   No
#> 342  NA         NA <NA>
#>                                                                            type_dm
#> 1                                                                             <NA>
#> 2                                                                             <NA>
#> 3                                                                             <NA>
#> 4                                                                             <NA>
#> 5                                                                 No complications
#> 6                                                                             <NA>
#> 7                                                                 No complications
#> 8                                                                             <NA>
#> 9                                                                             <NA>
#> 10                                                                            <NA>
#> 11                                                                No complications
#> 12                                                                            <NA>
#> 13                                                                            <NA>
#> 14                                                                            <NA>
#> 15                                                                            <NA>
#> 16                                                                            <NA>
#> 17                                                                            <NA>
#> 18                                                                            <NA>
#> 19  End-organ diabetes-related disease (neuropathy, nefropathy, retinopathy, etc.)
#> 20                                                                            <NA>
#> 21                                                                            <NA>
#> 22                                                                            <NA>
#> 23                                                                            <NA>
#> 24                                                                            <NA>
#> 25                                                                            <NA>
#> 26                                                                            <NA>
#> 27                                                                            <NA>
#> 28                                                                            <NA>
#> 29                                                                            <NA>
#> 30                                                                            <NA>
#> 31                                                                No complications
#> 32                                                                            <NA>
#> 33                                                                            <NA>
#> 34                                                                            <NA>
#> 35                                                                No complications
#> 36                                                                            <NA>
#> 37                                                                            <NA>
#> 38                                                                            <NA>
#> 39                                                                            <NA>
#> 40                                                                            <NA>
#> 41                                                                            <NA>
#> 42                                                                            <NA>
#> 43                                                                            <NA>
#> 44                                                                            <NA>
#> 45                                                                            <NA>
#> 46                                                                            <NA>
#> 47                                                                            <NA>
#> 48                                                                            <NA>
#> 49                                                                            <NA>
#> 50                                                                            <NA>
#> 51                                                                            <NA>
#> 52                                                                            <NA>
#> 53                                                                            <NA>
#> 54                                                                            <NA>
#> 55                                                                            <NA>
#> 56                                                                            <NA>
#> 57                                                                            <NA>
#> 58                                                                            <NA>
#> 59                                                                            <NA>
#> 60                                                                No complications
#> 61                                                                            <NA>
#> 62                                                                            <NA>
#> 63                                                                            <NA>
#> 64                                                                            <NA>
#> 65                                                                            <NA>
#> 66                                                                            <NA>
#> 67                                                                            <NA>
#> 68                                                                            <NA>
#> 69                                                                            <NA>
#> 70                                                                            <NA>
#> 71                                                                            <NA>
#> 72                                                                            <NA>
#> 73                                                                            <NA>
#> 74                                                                            <NA>
#> 75                                                                            <NA>
#> 76                                                                            <NA>
#> 77                                                                            <NA>
#> 78                                                                            <NA>
#> 79                                                                            <NA>
#> 80                                                                            <NA>
#> 81                                                                            <NA>
#> 82                                                                            <NA>
#> 83                                                                            <NA>
#> 84                                                                            <NA>
#> 85                                                                            <NA>
#> 86                                                                No complications
#> 87                                                                            <NA>
#> 88                                                                            <NA>
#> 89                                                                            <NA>
#> 90                                                                            <NA>
#> 91                                                                            <NA>
#> 92                                                                            <NA>
#> 93                                                                            <NA>
#> 94                                                                            <NA>
#> 95                                                                            <NA>
#> 96                                                                            <NA>
#> 97                                                                            <NA>
#> 98                                                                            <NA>
#> 99                                                                            <NA>
#> 100                                                                           <NA>
#> 101                                                                           <NA>
#> 102                                                               No complications
#> 103                                                                           <NA>
#> 104                                                                           <NA>
#> 105                                                                           <NA>
#> 106 End-organ diabetes-related disease (neuropathy, nefropathy, retinopathy, etc.)
#> 107                                                                           <NA>
#> 108 End-organ diabetes-related disease (neuropathy, nefropathy, retinopathy, etc.)
#> 109                                                                           <NA>
#> 110                                                                           <NA>
#> 111                                                                           <NA>
#> 112                                                                           <NA>
#> 113                                                                           <NA>
#> 114                                                                           <NA>
#> 115                                                                           <NA>
#> 116                                                                           <NA>
#> 117                                                                           <NA>
#> 118                                                                           <NA>
#> 119                                                               No complications
#> 120                                                                           <NA>
#> 121                                                               No complications
#> 122                                                                           <NA>
#> 123                                                                           <NA>
#> 124                                                                           <NA>
#> 125                                                                           <NA>
#> 126                                                               No complications
#> 127                                                                           <NA>
#> 128                                                                           <NA>
#> 129                                                                           <NA>
#> 130                                                                           <NA>
#> 131                                                                           <NA>
#> 132                                                                           <NA>
#> 133                                                                           <NA>
#> 134                                                                           <NA>
#> 135                                                                           <NA>
#> 136                                                                           <NA>
#> 137                                                               No complications
#> 138                                                                           <NA>
#> 139                                                                           <NA>
#> 140                                                                           <NA>
#> 141                                                               No complications
#> 142                                                                           <NA>
#> 143                                                                           <NA>
#> 144                                                                           <NA>
#> 145                                                                           <NA>
#> 146                                                                           <NA>
#> 147                                                                           <NA>
#> 148                                                                           <NA>
#> 149                                                                           <NA>
#> 150                                                                           <NA>
#> 151                                                                           <NA>
#> 152                                                                           <NA>
#> 153                                                               No complications
#> 154                                                                           <NA>
#> 155                                                                           <NA>
#> 156                                                                           <NA>
#> 157                                                               No complications
#> 158                                                                           <NA>
#> 159 End-organ diabetes-related disease (neuropathy, nefropathy, retinopathy, etc.)
#> 160                                                                           <NA>
#> 161                                                                           <NA>
#> 162                                                                           <NA>
#> 163                                                                           <NA>
#> 164                                                                           <NA>
#> 165                                                                           <NA>
#> 166                                                                           <NA>
#> 167                                                                           <NA>
#> 168                                                                           <NA>
#> 169                                                                           <NA>
#> 170                                                                           <NA>
#> 171                                                                           <NA>
#> 172                                                                           <NA>
#> 173                                                                           <NA>
#> 174                                                               No complications
#> 175                                                                           <NA>
#> 176                                                                           <NA>
#> 177                                                                           <NA>
#> 178                                                                           <NA>
#> 179                                                               No complications
#> 180                                                                           <NA>
#> 181                                                                           <NA>
#> 182                                                                           <NA>
#> 183                                                                           <NA>
#> 184                                                                           <NA>
#> 185                                                                           <NA>
#> 186                                                                           <NA>
#> 187                                                                           <NA>
#> 188                                                                           <NA>
#> 189                                                                           <NA>
#> 190                                                                           <NA>
#> 191                                                                           <NA>
#> 192                                                                           <NA>
#> 193                                                               No complications
#> 194                                                                           <NA>
#> 195                                                                           <NA>
#> 196                                                                           <NA>
#> 197                                                                           <NA>
#> 198                                                                           <NA>
#> 199                                                                           <NA>
#> 200                                                                           <NA>
#> 201                                                               No complications
#> 202                                                                           <NA>
#> 203                                                               No complications
#> 204                                                                           <NA>
#> 205                                                                           <NA>
#> 206                                                                           <NA>
#> 207                                                                           <NA>
#> 208                                                                           <NA>
#> 209                                                                           <NA>
#> 210                                                                           <NA>
#> 211                                                                           <NA>
#> 212                                                                           <NA>
#> 213                                                                           <NA>
#> 214                                                                           <NA>
#> 215                                                                           <NA>
#> 216                                                                           <NA>
#> 217                                                                           <NA>
#> 218                                                               No complications
#> 219                                                                           <NA>
#> 220                                                                           <NA>
#> 221                                                                           <NA>
#> 222                                                                           <NA>
#> 223                                                                           <NA>
#> 224                                                                           <NA>
#> 225                                                                           <NA>
#> 226                                                               No complications
#> 227                                                                           <NA>
#> 228                                                               No complications
#> 229                                                                           <NA>
#> 230                                                                           <NA>
#> 231                                                                           <NA>
#> 232                                                               No complications
#> 233                                                                           <NA>
#> 234                                                                           <NA>
#> 235                                                                           <NA>
#> 236                                                                           <NA>
#> 237                                                                           <NA>
#> 238                                                                           <NA>
#> 239                                                                           <NA>
#> 240                                                                           <NA>
#> 241                                                                           <NA>
#> 242                                                                           <NA>
#> 243                                                                           <NA>
#> 244                                                                           <NA>
#> 245                                                                           <NA>
#> 246                                                                           <NA>
#> 247                                                                           <NA>
#> 248                                                                           <NA>
#> 249                                                                           <NA>
#> 250                                                                           <NA>
#> 251                                                                           <NA>
#> 252 End-organ diabetes-related disease (neuropathy, nefropathy, retinopathy, etc.)
#> 253                                                                           <NA>
#> 254                                                                           <NA>
#> 255                                                                           <NA>
#> 256                                                                           <NA>
#> 257                                                                           <NA>
#> 258                                                                           <NA>
#> 259                                                                           <NA>
#> 260                                                                           <NA>
#> 261                                                                           <NA>
#> 262                                                                           <NA>
#> 263                                                                           <NA>
#> 264                                                                           <NA>
#> 265                                                                           <NA>
#> 266                                                                           <NA>
#> 267                                                                           <NA>
#> 268                                                                           <NA>
#> 269                                                                           <NA>
#> 270                                                                           <NA>
#> 271                                                                           <NA>
#> 272                                                               No complications
#> 273                                                                           <NA>
#> 274                                                               No complications
#> 275                                                                           <NA>
#> 276                                                                           <NA>
#> 277                                                                           <NA>
#> 278                                                                           <NA>
#> 279                                                                           <NA>
#> 280                                                                           <NA>
#> 281                                                                           <NA>
#> 282                                                                           <NA>
#> 283                                                                           <NA>
#> 284                                                                           <NA>
#> 285                                                                           <NA>
#> 286                                                                           <NA>
#> 287                                                                           <NA>
#> 288                                                                           <NA>
#> 289                                                                           <NA>
#> 290                                                                           <NA>
#> 291                                                                           <NA>
#> 292                                                               No complications
#> 293                                                                           <NA>
#> 294                                                                           <NA>
#> 295                                                                           <NA>
#> 296                                                                           <NA>
#> 297                                                                           <NA>
#> 298                                                               No complications
#> 299                                                                           <NA>
#> 300                                                                           <NA>
#> 301                                                                           <NA>
#> 302 End-organ diabetes-related disease (neuropathy, nefropathy, retinopathy, etc.)
#> 303                                                               No complications
#> 304                                                                           <NA>
#> 305                                                                           <NA>
#> 306                                                               No complications
#> 307                                                                           <NA>
#> 308                                                                           <NA>
#> 309                                                                           <NA>
#> 310                                                                           <NA>
#> 311                                                               No complications
#> 312                                                                           <NA>
#> 313                                                                           <NA>
#> 314                                                                           <NA>
#> 315                                                                           <NA>
#> 316                                                                           <NA>
#> 317                                                                           <NA>
#> 318                                                                           <NA>
#> 319                                                                           <NA>
#> 320                                                                           <NA>
#> 321                                                                           <NA>
#> 322                                                                           <NA>
#> 323                                                                           <NA>
#> 324                                                                           <NA>
#> 325                                                                           <NA>
#> 326                                                                           <NA>
#> 327                                                                           <NA>
#> 328                                                                           <NA>
#> 329                                                                           <NA>
#> 330                                                                           <NA>
#> 331                                                                           <NA>
#> 332                                                                           <NA>
#> 333                                                                           <NA>
#> 334                                                                           <NA>
#> 335                                                               No complications
#> 336                                                                           <NA>
#> 337                                                               No complications
#> 338                                                                           <NA>
#> 339                                                               No complications
#> 340                                                                           <NA>
#> 341                                                                           <NA>
#> 342                                                                           <NA>
#>     copd fio2 available_analytics potassium resp_rate leuk_lymph acute_leuk
#> 1    Yes   21                 Yes      4.30        16         No       <NA>
#> 2   <NA>   21                 Yes      4.50        NA       <NA>       <NA>
#> 3     No   21                 Yes      3.66        16         No       <NA>
#> 4   <NA>   21                 Yes      4.10        NA       <NA>       <NA>
#> 5     No   21                 Yes      4.04        20         No       <NA>
#> 6   <NA>   21                  No        NA        NA       <NA>       <NA>
#> 7     No   21                 Yes      4.58        20         No       <NA>
#> 8   <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 9     No   21                 Yes      3.48        24         No       <NA>
#> 10  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 11   Yes   21                 Yes      4.09        12         No       <NA>
#> 12  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 13   Yes   21                 Yes      3.70        22        Yes         No
#> 14  <NA>   70                 Yes      7.15        NA       <NA>       <NA>
#> 15  <NA>   21                 Yes      4.03        NA        Yes       <NA>
#> 16  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 17    No   21                 Yes      3.95        16        Yes        Yes
#> 18  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 19    No   21                 Yes      4.11        24         No       <NA>
#> 20  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 21    No   21                 Yes      4.56        18         No       <NA>
#> 22  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 23    No   21                 Yes      3.47        18         No       <NA>
#> 24  <NA>   80                 Yes      3.10        NA       <NA>       <NA>
#> 25    No   21                 Yes      3.59        NA        Yes         No
#> 26  <NA>   40                 Yes      4.59        NA       <NA>       <NA>
#> 27    No   21                 Yes      3.56        NA        Yes         No
#> 28  <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 29    No   35                 Yes      4.02        20        Yes         No
#> 30  <NA>  100                  No        NA        NA       <NA>       <NA>
#> 31    No   21                 Yes      4.10        24         No       <NA>
#> 32  <NA>  100                  No        NA        NA       <NA>       <NA>
#> 33   Yes   21                 Yes      3.90        NA         No       <NA>
#> 34  <NA>   21                 Yes      3.90        NA       <NA>       <NA>
#> 35    No   21                 Yes      3.67        NA        Yes         No
#> 36    No   21                 Yes      3.92        18         No       <NA>
#> 37  <NA>   21                 Yes      4.61        NA       <NA>       <NA>
#> 38    No   21                 Yes      4.21        18         No       <NA>
#> 39  <NA>   21                 Yes      3.90        NA       <NA>       <NA>
#> 40   Yes   21                 Yes      4.00        16         No       <NA>
#> 41  <NA>   21                 Yes      4.38        NA       <NA>       <NA>
#> 42    No   21                 Yes      3.69        16         No       <NA>
#> 43  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 44    No   21                 Yes      4.24        18         No       <NA>
#> 45  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 46    No   21                 Yes      4.45        16         No       <NA>
#> 47  <NA>   21                 Yes      4.28        NA       <NA>       <NA>
#> 48    No   21                 Yes      5.00        16         No       <NA>
#> 49  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 50    No   21                 Yes      3.60        16         No       <NA>
#> 51  <NA>   21                 Yes      4.10        NA       <NA>       <NA>
#> 52   Yes   21                 Yes      4.10        16         No       <NA>
#> 53  <NA>   99                  No        NA        NA       <NA>       <NA>
#> 54    No   21                 Yes      4.00        24         No       <NA>
#> 55  <NA>   70                 Yes      4.20        NA       <NA>       <NA>
#> 56    No   21                 Yes      4.10        16         No       <NA>
#> 57  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 58    No   21                 Yes      3.30        20         No       <NA>
#> 59  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 60    No   21                 Yes      3.98        20         No       <NA>
#> 61  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 62    No   21                 Yes      4.60        24         No       <NA>
#> 63  <NA>   21                 Yes      4.00        NA       <NA>       <NA>
#> 64    No   NA                 Yes        NA        NA         No       <NA>
#> 65    No   NA                 Yes      4.20        NA         No       <NA>
#> 66    No   90                 Yes        NA        16         No       <NA>
#> 67    No   NA                 Yes      3.60        NA         No       <NA>
#> 68  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 69    No   NA                 Yes        NA        36         No       <NA>
#> 70    No   NA                 Yes        NA        NA         No       <NA>
#> 71    No   NA                 Yes        NA        NA         No       <NA>
#> 72    No   NA                 Yes        NA        NA        Yes         No
#> 73    No   NA                 Yes        NA        NA        Yes        Yes
#> 74    No   NA                 Yes        NA        NA        Yes         No
#> 75    No   NA                 Yes        NA        NA        Yes         No
#> 76    No   NA                 Yes        NA        NA        Yes         No
#> 77    No   21                 Yes      5.70        18         No       <NA>
#> 78    No   NA                 Yes        NA        NA        Yes         No
#> 79    No   21                 Yes      4.90        14         No       <NA>
#> 80    No   NA                 Yes        NA        NA        Yes         No
#> 81    No   NA                 Yes        NA        NA        Yes         No
#> 82   Yes   NA                 Yes        NA        NA         No       <NA>
#> 83    No   NA                 Yes        NA        NA         No       <NA>
#> 84    No   NA                 Yes        NA        NA        Yes         No
#> 85    No   NA                 Yes      3.98        16         No       <NA>
#> 86    No   21                  No        NA        14         No       <NA>
#> 87  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 88    No   21                 Yes      4.70        18        Yes         No
#> 89  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 90    No   24                 Yes      4.50        20        Yes         No
#> 91  <NA>   24                 Yes      4.50        NA       <NA>       <NA>
#> 92    No   NA                  No        NA        NA         No       <NA>
#> 93  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 94    No   21                 Yes      3.20        17         No       <NA>
#> 95  <NA>   28                 Yes      3.40        NA       <NA>       <NA>
#> 96   Yes   21                 Yes      4.30        15         No       <NA>
#> 97  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 98    No   21                 Yes      4.20        16         No       <NA>
#> 99  <NA>   21                 Yes      5.00        NA       <NA>       <NA>
#> 100  Yes   22                 Yes      4.70        NA         No       <NA>
#> 101 <NA>   NA                 Yes      2.90        NA       <NA>       <NA>
#> 102   No   NA                 Yes      4.00        22         No       <NA>
#> 103 <NA>   NA                 Yes      6.70        NA       <NA>       <NA>
#> 104   No   NA                 Yes      5.40        NA         No       <NA>
#> 105 <NA>   NA                 Yes      4.10        NA       <NA>       <NA>
#> 106   No   28                 Yes      3.60        30         No       <NA>
#> 107 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 108   No   24                 Yes      3.40        30        Yes       <NA>
#> 109 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 110 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 111   No   24                 Yes      5.10        NA         No       <NA>
#> 112 <NA>   21                 Yes      4.80        NA       <NA>       <NA>
#> 113  Yes   35                 Yes      4.60        NA         No       <NA>
#> 114 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 115   No   21                 Yes      2.50        NA         No       <NA>
#> 116 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 117   No   60                 Yes      3.60        35         No       <NA>
#> 118 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 119   No   21                 Yes      3.90        NA        Yes       <NA>
#> 120 <NA>   21                 Yes      4.00        NA       <NA>       <NA>
#> 121   No   21                 Yes      3.80        17         No       <NA>
#> 122 <NA>   28                 Yes      4.20        NA       <NA>       <NA>
#> 123   No   21                 Yes      3.00        18         No       <NA>
#> 124 <NA>  100                 Yes      3.80        NA       <NA>       <NA>
#> 125 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 126   No   21                 Yes      4.00        16        Yes       <NA>
#> 127 <NA>   21                 Yes      4.30        NA       <NA>       <NA>
#> 128   No   99                 Yes      3.50        30        Yes       <NA>
#> 129 <NA>   60                 Yes      3.40        NA       <NA>       <NA>
#> 130   No   21                 Yes      8.70        47        Yes       <NA>
#> 131 <NA>   21                 Yes      4.10        NA       <NA>       <NA>
#> 132   No   21                 Yes      3.90        16         No       <NA>
#> 133 <NA>   NA                 Yes      4.60        NA       <NA>       <NA>
#> 134   No   26                 Yes      3.30        16         No       <NA>
#> 135 <NA>   24                 Yes      3.20        NA       <NA>       <NA>
#> 136   No   21                 Yes      3.00        16         No       <NA>
#> 137   No   21                 Yes      5.10        12         No       <NA>
#> 138 <NA>   21                 Yes      4.00        NA       <NA>       <NA>
#> 139   No   21                 Yes      4.30        12         No       <NA>
#> 140 <NA>   26                 Yes      4.40        NA       <NA>       <NA>
#> 141   No   21                 Yes      4.40        NA         No       <NA>
#> 142 <NA>   28                 Yes      4.60        NA       <NA>       <NA>
#> 143   No   21                 Yes      4.10        NA         No       <NA>
#> 144   No   21                 Yes      3.90        12         No       <NA>
#> 145   No   26                 Yes      3.20        16         No       <NA>
#> 146 <NA>   50                  No        NA        NA       <NA>       <NA>
#> 147   No   21                 Yes      4.80        14         No       <NA>
#> 148 <NA>   21                 Yes      4.20        NA       <NA>       <NA>
#> 149   No   24                 Yes      5.40        15         No       <NA>
#> 150 <NA>   22                  No        NA        NA       <NA>       <NA>
#> 151   No   21                 Yes      3.60        25        Yes       <NA>
#> 152 <NA>   NA                 Yes      4.20        NA       <NA>       <NA>
#> 153   No   21                 Yes      4.40        NA        Yes       <NA>
#> 154 <NA>   90                 Yes      4.70        NA       <NA>       <NA>
#> 155   No   21                 Yes      4.90        22        Yes       <NA>
#> 156 <NA>   21                <NA>        NA        NA       <NA>       <NA>
#> 157   No   36                 Yes      5.10        26        Yes       <NA>
#> 158 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 159   No   21                 Yes      5.80        20        Yes       <NA>
#> 160 <NA>   21                 Yes      4.10        NA       <NA>       <NA>
#> 161   No   21                 Yes      4.20        25         No       <NA>
#> 162 <NA>   60                 Yes      5.10        NA       <NA>       <NA>
#> 163   No   21                 Yes      4.70        12         No       <NA>
#> 164   No   21                 Yes      5.20        12         No       <NA>
#> 165 <NA>   21                 Yes      4.60        NA       <NA>       <NA>
#> 166   No   21                 Yes      4.40        NA        Yes       <NA>
#> 167 <NA>   28                  No        NA        NA       <NA>       <NA>
#> 168   No   21                 Yes      4.10        15         No       <NA>
#> 169 <NA>   21                  No        NA        NA       <NA>       <NA>
#> 170   No   21                 Yes      4.10        12         No       <NA>
#> 171 <NA>   21                 Yes      3.70        NA       <NA>       <NA>
#> 172   No   21                 Yes      3.90        14         No       <NA>
#> 173 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 174   No   36                 Yes      4.20        22        Yes       <NA>
#> 175 <NA>   90                 Yes      3.10        NA       <NA>       <NA>
#> 176   No   21                 Yes      3.70        21        Yes       <NA>
#> 177 <NA>   NA                 Yes      3.90        NA       <NA>       <NA>
#> 178   No   28                 Yes      4.70        12        Yes       <NA>
#> 179   No   21                 Yes      5.50        30        Yes       <NA>
#> 180 <NA>   NA                 Yes      5.70        NA       <NA>       <NA>
#> 181   No   21                 Yes      3.80        24        Yes       <NA>
#> 182 <NA>   NA                 Yes      4.40        NA       <NA>       <NA>
#> 183   No   NA                 Yes      4.10        NA        Yes       <NA>
#> 184 <NA>   NA                 Yes      3.30        NA       <NA>       <NA>
#> 185   No   31                 Yes      4.90        NA         No       <NA>
#> 186  Yes   28                 Yes      3.90        NA        Yes       <NA>
#> 187 <NA>   NA                 Yes      3.80        NA       <NA>       <NA>
#> 188   No   21                 Yes      3.70        NA        Yes       <NA>
#> 189 <NA>   NA                 Yes      3.20        NA       <NA>       <NA>
#> 190  Yes   28                 Yes      4.00        NA        Yes       <NA>
#> 191   No   21                 Yes      3.60        NA        Yes       <NA>
#> 192 <NA>   NA                 Yes      4.30        NA       <NA>       <NA>
#> 193  Yes   21                 Yes      4.90        NA        Yes       <NA>
#> 194 <NA>   NA                 Yes      4.20        NA       <NA>       <NA>
#> 195   No   21                 Yes      3.10        NA        Yes       <NA>
#> 196 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 197   No   85                 Yes      3.40        NA        Yes         No
#> 198 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 199   No   21                 Yes      3.90        NA         No       <NA>
#> 200 <NA>   21                 Yes      3.90        NA       <NA>       <NA>
#> 201   No   21                 Yes        NA        NA        Yes         No
#> 202 <NA>   31                 Yes      3.90        NA       <NA>       <NA>
#> 203   No   21                 Yes        NA        NA        Yes         No
#> 204 <NA>   35                 Yes      3.30        NA       <NA>       <NA>
#> 205   No   26                 Yes      3.70        NA        Yes         No
#> 206 <NA>   21                  No        NA        NA       <NA>       <NA>
#> 207   No   NA                 Yes      4.00        14         No       <NA>
#> 208 <NA>   21                  No        NA        NA       <NA>       <NA>
#> 209   No   21                 Yes      4.02        32         No       <NA>
#> 210   No   21                 Yes      4.39        NA         No       <NA>
#> 211 <NA>   21                 Yes      4.37        NA       <NA>       <NA>
#> 212   No   21                 Yes      3.70        20        Yes       <NA>
#> 213 <NA>   NA                 Yes      4.58        NA       <NA>       <NA>
#> 214   No   21                 Yes      3.71        NA         No       <NA>
#> 215 <NA>   28                 Yes        NA        NA       <NA>       <NA>
#> 216   No   85                 Yes      4.23        32         No       <NA>
#> 217 <NA>   21                 Yes      4.71        NA       <NA>       <NA>
#> 218 <NA>   21                 Yes      4.60        34         No       <NA>
#> 219 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 220   No   21                 Yes      3.30        24        Yes       <NA>
#> 221 <NA>   21                 Yes      3.90        NA       <NA>       <NA>
#> 222   No   21                 Yes      4.26        16        Yes       <NA>
#> 223 <NA>   21                 Yes      4.80        NA       <NA>       <NA>
#> 224   No   21                 Yes      3.70        34        Yes       <NA>
#> 225 <NA>   50                 Yes      4.03        NA       <NA>       <NA>
#> 226   No   26                 Yes      4.79        24         No       <NA>
#> 227 <NA>   NA                 Yes      5.40        NA       <NA>       <NA>
#> 228   No   21                 Yes      3.70        14        Yes       <NA>
#> 229 <NA>   21                 Yes      4.60        NA       <NA>       <NA>
#> 230   No   NA                 Yes      4.10        NA        Yes         No
#> 231 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 232   No   21                 Yes        NA        NA        Yes         No
#> 233 <NA>   NA                 Yes      4.50        NA       <NA>       <NA>
#> 234   No   21                 Yes      5.70        NA        Yes         No
#> 235 <NA>   21                 Yes      4.40        NA       <NA>       <NA>
#> 236  Yes   21                 Yes      3.20        20        Yes         No
#> 237 <NA>   21                  No        NA        NA       <NA>       <NA>
#> 238   No   21                 Yes      3.80        16        Yes         No
#> 239 <NA>   21                  No        NA        NA       <NA>       <NA>
#> 240   No   21                 Yes      3.90        NA        Yes         No
#> 241 <NA>   36                 Yes      3.80        NA       <NA>       <NA>
#> 242   No   21                 Yes      3.90        20        Yes        Yes
#> 243 <NA>   28                 Yes      4.10        NA       <NA>       <NA>
#> 244   No   28                 Yes      4.00        30        Yes         No
#> 245 <NA>  100                  No        NA        NA       <NA>       <NA>
#> 246   No   21                 Yes      3.60        NA        Yes        Yes
#> 247 <NA>   40                 Yes      4.40        NA       <NA>       <NA>
#> 248   No   21                 Yes      4.20        25        Yes         No
#> 249 <NA>   21                 Yes      5.20        NA       <NA>       <NA>
#> 250  Yes   21                 Yes      3.30        20        Yes         No
#> 251 <NA>   21                 Yes      4.90        NA       <NA>       <NA>
#> 252   No   21                 Yes      5.50        22        Yes         No
#> 253 <NA>   24                 Yes      3.80        NA       <NA>       <NA>
#> 254   No   21                 Yes      3.30        23        Yes         No
#> 255 <NA>   21                 Yes      4.20        NA       <NA>       <NA>
#> 256  Yes   21                 Yes      3.90        20        Yes         No
#> 257 <NA>   36                 Yes      3.40        NA       <NA>       <NA>
#> 258   No   28                 Yes      3.70        23        Yes         No
#> 259 <NA>  100                 Yes      3.10        NA       <NA>       <NA>
#> 260  Yes   28                 Yes      3.00        22        Yes         No
#> 261 <NA>   28                 Yes      3.80        NA       <NA>       <NA>
#> 262   No   21                 Yes      3.90        25        Yes         No
#> 263 <NA>   80                 Yes      4.20        NA       <NA>       <NA>
#> 264   No   NA                 Yes      3.54        40        Yes       <NA>
#> 265 <NA>   40                 Yes      3.04        NA       <NA>       <NA>
#> 266   No   NA                 Yes      4.83        12        Yes       <NA>
#> 267 <NA>   NA                 Yes      4.25        NA       <NA>       <NA>
#> 268   No   NA                 Yes      3.41        12        Yes       <NA>
#> 269 <NA>   NA                 Yes      4.28        NA       <NA>       <NA>
#> 270  Yes   NA                 Yes      4.00        20         No       <NA>
#> 271 <NA>   NA                 Yes      3.60        NA       <NA>       <NA>
#> 272   No   NA                 Yes      4.00        20        Yes        Yes
#> 273 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 274   No   NA                  No        NA        NA         No       <NA>
#> 275 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 276  Yes   NA                 Yes      4.20        22         No       <NA>
#> 277 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 278   No   21                 Yes      3.80        20        Yes        Yes
#> 279 <NA>   21                 Yes      3.90        NA       <NA>       <NA>
#> 280   No   21                 Yes      4.30        18         No       <NA>
#> 281 <NA>   21                 Yes      3.60        NA       <NA>       <NA>
#> 282   No   21                 Yes      4.10        18         No       <NA>
#> 283 <NA>   21                 Yes      3.90        NA       <NA>       <NA>
#> 284   No   45                 Yes      4.10        32        Yes         No
#> 285 <NA>   45                  No        NA        NA       <NA>       <NA>
#> 286 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 287   No   80                 Yes      4.30        12         No       <NA>
#> 288 <NA>   80                  No        NA        NA       <NA>       <NA>
#> 289 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 290  Yes   29                 Yes      3.60        24         No       <NA>
#> 291 <NA>   21                  No        NA        NA       <NA>       <NA>
#> 292   No   21                  No        NA        22         No       <NA>
#> 293 <NA>   21                  No        NA        NA       <NA>       <NA>
#> 294   No   21                 Yes      3.25        26        Yes       <NA>
#> 295   No   21                 Yes      3.40        20        Yes         No
#> 296 <NA>   21                 Yes      4.40        NA       <NA>       <NA>
#> 297   No   21                 Yes      3.20        18        Yes         No
#> 298   No   21                 Yes      3.50        22        Yes         No
#> 299 <NA>   36                 Yes      3.80        NA       <NA>       <NA>
#> 300   No   21                 Yes      3.60        19         No       <NA>
#> 301 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 302   No   44                 Yes      5.20        20         No       <NA>
#> 303   No   21                 Yes        NA        18        Yes         No
#> 304 <NA>   NA                 Yes      3.60        NA       <NA>       <NA>
#> 305   No   24                 Yes      4.30        18         No       <NA>
#> 306   No   21                 Yes      4.10        30         No       <NA>
#> 307 <NA>   NA                 Yes      4.50        NA       <NA>       <NA>
#> 308   No   21                 Yes      3.30        25         No       <NA>
#> 309 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 310   No   21                  No        NA        22         No       <NA>
#> 311   No   32                 Yes      4.60        24         No       <NA>
#> 312 <NA>   50                 Yes      6.60        NA       <NA>       <NA>
#> 313   No   21                 Yes      4.20        12         No       <NA>
#> 314 <NA>   21                 Yes      5.00        NA       <NA>       <NA>
#> 315   No   NA                 Yes      3.00        NA         No       <NA>
#> 316 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 317   No   NA                 Yes      4.60        NA         No       <NA>
#> 318 <NA>   NA                 Yes      3.80        NA       <NA>       <NA>
#> 319   No   NA                 Yes      4.40        NA         No       <NA>
#> 320 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 321   No   NA                  No        NA        NA         No       <NA>
#> 322 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 323   No   NA                 Yes      3.90        NA         No       <NA>
#> 324 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 325   No   NA                 Yes      4.30        NA        Yes       <NA>
#> 326 <NA>   NA                 Yes      3.80        NA       <NA>       <NA>
#> 327  Yes   NA                 Yes      4.20        NA         No       <NA>
#> 328 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 329   No   NA                 Yes      3.80        NA        Yes         No
#> 330 <NA>   NA                 Yes      4.00        NA       <NA>       <NA>
#> 331   No   NA                 Yes      4.30        NA         No       <NA>
#> 332 <NA>   NA                 Yes      4.10        NA       <NA>       <NA>
#> 333   No   60                 Yes      5.36        32         No       <NA>
#> 334 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 335   No   70                 Yes      4.50        20        Yes         No
#> 336 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 337   No   35                 Yes      3.20        18         No       <NA>
#> 338 <NA>   24                 Yes      4.50        NA       <NA>       <NA>
#> 339   No   35                 Yes        NA        21         No       <NA>
#> 340 <NA>   21                 Yes      4.79        NA       <NA>       <NA>
#> 341   No   21                 Yes      3.81        16        Yes       <NA>
#> 342 <NA>   21                 Yes      4.24        NA       <NA>       <NA>
#>     type_underlying_disease_haematological_cancer
#> 1                                              No
#> 2                                            <NA>
#> 3                                             Yes
#> 4                                            <NA>
#> 5                                              No
#> 6                                            <NA>
#> 7                                             Yes
#> 8                                            <NA>
#> 9                                              No
#> 10                                           <NA>
#> 11                                             No
#> 12                                           <NA>
#> 13                                            Yes
#> 14                                           <NA>
#> 15                                            Yes
#> 16                                           <NA>
#> 17                                            Yes
#> 18                                           <NA>
#> 19                                             No
#> 20                                           <NA>
#> 21                                             No
#> 22                                           <NA>
#> 23                                             No
#> 24                                           <NA>
#> 25                                            Yes
#> 26                                           <NA>
#> 27                                            Yes
#> 28                                           <NA>
#> 29                                            Yes
#> 30                                           <NA>
#> 31                                             No
#> 32                                           <NA>
#> 33                                             No
#> 34                                           <NA>
#> 35                                            Yes
#> 36                                             No
#> 37                                           <NA>
#> 38                                             No
#> 39                                           <NA>
#> 40                                             No
#> 41                                           <NA>
#> 42                                             No
#> 43                                           <NA>
#> 44                                             No
#> 45                                           <NA>
#> 46                                             No
#> 47                                           <NA>
#> 48                                             No
#> 49                                           <NA>
#> 50                                             No
#> 51                                           <NA>
#> 52                                             No
#> 53                                           <NA>
#> 54                                             No
#> 55                                           <NA>
#> 56                                             No
#> 57                                           <NA>
#> 58                                             No
#> 59                                           <NA>
#> 60                                             No
#> 61                                           <NA>
#> 62                                             No
#> 63                                           <NA>
#> 64                                             No
#> 65                                             No
#> 66                                             No
#> 67                                             No
#> 68                                           <NA>
#> 69                                             No
#> 70                                             No
#> 71                                             No
#> 72                                            Yes
#> 73                                            Yes
#> 74                                            Yes
#> 75                                            Yes
#> 76                                            Yes
#> 77                                             No
#> 78                                            Yes
#> 79                                             No
#> 80                                            Yes
#> 81                                            Yes
#> 82                                             No
#> 83                                             No
#> 84                                            Yes
#> 85                                             No
#> 86                                             No
#> 87                                           <NA>
#> 88                                            Yes
#> 89                                           <NA>
#> 90                                            Yes
#> 91                                           <NA>
#> 92                                             No
#> 93                                           <NA>
#> 94                                             No
#> 95                                           <NA>
#> 96                                             No
#> 97                                           <NA>
#> 98                                             No
#> 99                                           <NA>
#> 100                                            No
#> 101                                          <NA>
#> 102                                            No
#> 103                                          <NA>
#> 104                                            No
#> 105                                          <NA>
#> 106                                            No
#> 107                                          <NA>
#> 108                                           Yes
#> 109                                          <NA>
#> 110                                            No
#> 111                                            No
#> 112                                          <NA>
#> 113                                            No
#> 114                                          <NA>
#> 115                                            No
#> 116                                          <NA>
#> 117                                            No
#> 118                                          <NA>
#> 119                                           Yes
#> 120                                          <NA>
#> 121                                            No
#> 122                                          <NA>
#> 123                                            No
#> 124                                          <NA>
#> 125                                            No
#> 126                                           Yes
#> 127                                          <NA>
#> 128                                           Yes
#> 129                                          <NA>
#> 130                                           Yes
#> 131                                          <NA>
#> 132                                            No
#> 133                                          <NA>
#> 134                                            No
#> 135                                          <NA>
#> 136                                            No
#> 137                                            No
#> 138                                          <NA>
#> 139                                            No
#> 140                                          <NA>
#> 141                                            No
#> 142                                          <NA>
#> 143                                            No
#> 144                                            No
#> 145                                            No
#> 146                                          <NA>
#> 147                                            No
#> 148                                          <NA>
#> 149                                           Yes
#> 150                                          <NA>
#> 151                                           Yes
#> 152                                          <NA>
#> 153                                           Yes
#> 154                                          <NA>
#> 155                                           Yes
#> 156                                          <NA>
#> 157                                           Yes
#> 158                                          <NA>
#> 159                                           Yes
#> 160                                          <NA>
#> 161                                            No
#> 162                                          <NA>
#> 163                                            No
#> 164                                            No
#> 165                                          <NA>
#> 166                                           Yes
#> 167                                          <NA>
#> 168                                            No
#> 169                                          <NA>
#> 170                                            No
#> 171                                          <NA>
#> 172                                            No
#> 173                                          <NA>
#> 174                                           Yes
#> 175                                          <NA>
#> 176                                           Yes
#> 177                                          <NA>
#> 178                                           Yes
#> 179                                           Yes
#> 180                                          <NA>
#> 181                                           Yes
#> 182                                          <NA>
#> 183                                           Yes
#> 184                                          <NA>
#> 185                                           Yes
#> 186                                           Yes
#> 187                                          <NA>
#> 188                                           Yes
#> 189                                          <NA>
#> 190                                           Yes
#> 191                                           Yes
#> 192                                          <NA>
#> 193                                           Yes
#> 194                                          <NA>
#> 195                                           Yes
#> 196                                          <NA>
#> 197                                           Yes
#> 198                                          <NA>
#> 199                                            No
#> 200                                          <NA>
#> 201                                           Yes
#> 202                                          <NA>
#> 203                                           Yes
#> 204                                          <NA>
#> 205                                           Yes
#> 206                                          <NA>
#> 207                                            No
#> 208                                          <NA>
#> 209                                            No
#> 210                                            No
#> 211                                          <NA>
#> 212                                           Yes
#> 213                                          <NA>
#> 214                                            No
#> 215                                          <NA>
#> 216                                            No
#> 217                                          <NA>
#> 218                                            No
#> 219                                          <NA>
#> 220                                           Yes
#> 221                                          <NA>
#> 222                                           Yes
#> 223                                          <NA>
#> 224                                           Yes
#> 225                                          <NA>
#> 226                                            No
#> 227                                          <NA>
#> 228                                           Yes
#> 229                                          <NA>
#> 230                                           Yes
#> 231                                          <NA>
#> 232                                           Yes
#> 233                                          <NA>
#> 234                                           Yes
#> 235                                          <NA>
#> 236                                           Yes
#> 237                                          <NA>
#> 238                                           Yes
#> 239                                          <NA>
#> 240                                           Yes
#> 241                                          <NA>
#> 242                                           Yes
#> 243                                          <NA>
#> 244                                           Yes
#> 245                                          <NA>
#> 246                                           Yes
#> 247                                          <NA>
#> 248                                           Yes
#> 249                                          <NA>
#> 250                                           Yes
#> 251                                          <NA>
#> 252                                           Yes
#> 253                                          <NA>
#> 254                                           Yes
#> 255                                          <NA>
#> 256                                           Yes
#> 257                                          <NA>
#> 258                                           Yes
#> 259                                          <NA>
#> 260                                           Yes
#> 261                                          <NA>
#> 262                                           Yes
#> 263                                          <NA>
#> 264                                           Yes
#> 265                                          <NA>
#> 266                                           Yes
#> 267                                          <NA>
#> 268                                           Yes
#> 269                                          <NA>
#> 270                                            No
#> 271                                          <NA>
#> 272                                           Yes
#> 273                                          <NA>
#> 274                                            No
#> 275                                          <NA>
#> 276                                            No
#> 277                                          <NA>
#> 278                                           Yes
#> 279                                          <NA>
#> 280                                            No
#> 281                                          <NA>
#> 282                                            No
#> 283                                          <NA>
#> 284                                           Yes
#> 285                                          <NA>
#> 286                                            No
#> 287                                           Yes
#> 288                                          <NA>
#> 289                                            No
#> 290                                            No
#> 291                                          <NA>
#> 292                                            No
#> 293                                          <NA>
#> 294                                           Yes
#> 295                                           Yes
#> 296                                          <NA>
#> 297                                           Yes
#> 298                                           Yes
#> 299                                          <NA>
#> 300                                            No
#> 301                                          <NA>
#> 302                                            No
#> 303                                           Yes
#> 304                                          <NA>
#> 305                                            No
#> 306                                            No
#> 307                                          <NA>
#> 308                                            No
#> 309                                          <NA>
#> 310                                            No
#> 311                                            No
#> 312                                          <NA>
#> 313                                            No
#> 314                                          <NA>
#> 315                                            No
#> 316                                          <NA>
#> 317                                            No
#> 318                                          <NA>
#> 319                                            No
#> 320                                          <NA>
#> 321                                            No
#> 322                                          <NA>
#> 323                                            No
#> 324                                          <NA>
#> 325                                           Yes
#> 326                                          <NA>
#> 327                                            No
#> 328                                          <NA>
#> 329                                           Yes
#> 330                                          <NA>
#> 331                                            No
#> 332                                          <NA>
#> 333                                            No
#> 334                                          <NA>
#> 335                                           Yes
#> 336                                          <NA>
#> 337                                            No
#> 338                                          <NA>
#> 339                                            No
#> 340                                          <NA>
#> 341                                           Yes
#> 342                                          <NA>
#>     type_underlying_disease_solid_tumour
#> 1                                    Yes
#> 2                                   <NA>
#> 3                                     No
#> 4                                   <NA>
#> 5                                    Yes
#> 6                                   <NA>
#> 7                                     No
#> 8                                   <NA>
#> 9                                    Yes
#> 10                                  <NA>
#> 11                                   Yes
#> 12                                  <NA>
#> 13                                    No
#> 14                                  <NA>
#> 15                                    No
#> 16                                  <NA>
#> 17                                    No
#> 18                                  <NA>
#> 19                                   Yes
#> 20                                  <NA>
#> 21                                   Yes
#> 22                                  <NA>
#> 23                                   Yes
#> 24                                  <NA>
#> 25                                    No
#> 26                                  <NA>
#> 27                                    No
#> 28                                  <NA>
#> 29                                    No
#> 30                                  <NA>
#> 31                                   Yes
#> 32                                  <NA>
#> 33                                   Yes
#> 34                                  <NA>
#> 35                                    No
#> 36                                   Yes
#> 37                                  <NA>
#> 38                                   Yes
#> 39                                  <NA>
#> 40                                   Yes
#> 41                                  <NA>
#> 42                                   Yes
#> 43                                  <NA>
#> 44                                   Yes
#> 45                                  <NA>
#> 46                                   Yes
#> 47                                  <NA>
#> 48                                   Yes
#> 49                                  <NA>
#> 50                                   Yes
#> 51                                  <NA>
#> 52                                   Yes
#> 53                                  <NA>
#> 54                                   Yes
#> 55                                  <NA>
#> 56                                   Yes
#> 57                                  <NA>
#> 58                                   Yes
#> 59                                  <NA>
#> 60                                   Yes
#> 61                                  <NA>
#> 62                                   Yes
#> 63                                  <NA>
#> 64                                   Yes
#> 65                                   Yes
#> 66                                   Yes
#> 67                                   Yes
#> 68                                  <NA>
#> 69                                   Yes
#> 70                                   Yes
#> 71                                   Yes
#> 72                                    No
#> 73                                    No
#> 74                                    No
#> 75                                    No
#> 76                                    No
#> 77                                   Yes
#> 78                                    No
#> 79                                   Yes
#> 80                                    No
#> 81                                    No
#> 82                                   Yes
#> 83                                   Yes
#> 84                                    No
#> 85                                   Yes
#> 86                                   Yes
#> 87                                  <NA>
#> 88                                    No
#> 89                                  <NA>
#> 90                                    No
#> 91                                  <NA>
#> 92                                   Yes
#> 93                                  <NA>
#> 94                                   Yes
#> 95                                  <NA>
#> 96                                   Yes
#> 97                                  <NA>
#> 98                                   Yes
#> 99                                  <NA>
#> 100                                  Yes
#> 101                                 <NA>
#> 102                                  Yes
#> 103                                 <NA>
#> 104                                  Yes
#> 105                                 <NA>
#> 106                                  Yes
#> 107                                 <NA>
#> 108                                   No
#> 109                                 <NA>
#> 110                                   No
#> 111                                  Yes
#> 112                                 <NA>
#> 113                                  Yes
#> 114                                 <NA>
#> 115                                  Yes
#> 116                                 <NA>
#> 117                                  Yes
#> 118                                 <NA>
#> 119                                   No
#> 120                                 <NA>
#> 121                                  Yes
#> 122                                 <NA>
#> 123                                  Yes
#> 124                                 <NA>
#> 125                                   No
#> 126                                   No
#> 127                                 <NA>
#> 128                                   No
#> 129                                 <NA>
#> 130                                   No
#> 131                                 <NA>
#> 132                                  Yes
#> 133                                 <NA>
#> 134                                  Yes
#> 135                                 <NA>
#> 136                                  Yes
#> 137                                  Yes
#> 138                                 <NA>
#> 139                                  Yes
#> 140                                 <NA>
#> 141                                  Yes
#> 142                                 <NA>
#> 143                                  Yes
#> 144                                  Yes
#> 145                                  Yes
#> 146                                 <NA>
#> 147                                  Yes
#> 148                                 <NA>
#> 149                                   No
#> 150                                 <NA>
#> 151                                   No
#> 152                                 <NA>
#> 153                                   No
#> 154                                 <NA>
#> 155                                   No
#> 156                                 <NA>
#> 157                                   No
#> 158                                 <NA>
#> 159                                   No
#> 160                                 <NA>
#> 161                                  Yes
#> 162                                 <NA>
#> 163                                  Yes
#> 164                                  Yes
#> 165                                 <NA>
#> 166                                   No
#> 167                                 <NA>
#> 168                                  Yes
#> 169                                 <NA>
#> 170                                  Yes
#> 171                                 <NA>
#> 172                                  Yes
#> 173                                 <NA>
#> 174                                   No
#> 175                                 <NA>
#> 176                                   No
#> 177                                 <NA>
#> 178                                   No
#> 179                                   No
#> 180                                 <NA>
#> 181                                   No
#> 182                                 <NA>
#> 183                                   No
#> 184                                 <NA>
#> 185                                   No
#> 186                                   No
#> 187                                 <NA>
#> 188                                   No
#> 189                                 <NA>
#> 190                                   No
#> 191                                   No
#> 192                                 <NA>
#> 193                                   No
#> 194                                 <NA>
#> 195                                   No
#> 196                                 <NA>
#> 197                                   No
#> 198                                 <NA>
#> 199                                  Yes
#> 200                                 <NA>
#> 201                                   No
#> 202                                 <NA>
#> 203                                   No
#> 204                                 <NA>
#> 205                                   No
#> 206                                 <NA>
#> 207                                  Yes
#> 208                                 <NA>
#> 209                                  Yes
#> 210                                  Yes
#> 211                                 <NA>
#> 212                                   No
#> 213                                 <NA>
#> 214                                  Yes
#> 215                                 <NA>
#> 216                                  Yes
#> 217                                 <NA>
#> 218                                  Yes
#> 219                                 <NA>
#> 220                                   No
#> 221                                 <NA>
#> 222                                   No
#> 223                                 <NA>
#> 224                                   No
#> 225                                 <NA>
#> 226                                  Yes
#> 227                                 <NA>
#> 228                                   No
#> 229                                 <NA>
#> 230                                   No
#> 231                                 <NA>
#> 232                                   No
#> 233                                 <NA>
#> 234                                   No
#> 235                                 <NA>
#> 236                                   No
#> 237                                 <NA>
#> 238                                   No
#> 239                                 <NA>
#> 240                                   No
#> 241                                 <NA>
#> 242                                   No
#> 243                                 <NA>
#> 244                                   No
#> 245                                 <NA>
#> 246                                   No
#> 247                                 <NA>
#> 248                                   No
#> 249                                 <NA>
#> 250                                   No
#> 251                                 <NA>
#> 252                                   No
#> 253                                 <NA>
#> 254                                   No
#> 255                                 <NA>
#> 256                                   No
#> 257                                 <NA>
#> 258                                   No
#> 259                                 <NA>
#> 260                                   No
#> 261                                 <NA>
#> 262                                   No
#> 263                                 <NA>
#> 264                                   No
#> 265                                 <NA>
#> 266                                   No
#> 267                                 <NA>
#> 268                                   No
#> 269                                 <NA>
#> 270                                  Yes
#> 271                                 <NA>
#> 272                                   No
#> 273                                 <NA>
#> 274                                  Yes
#> 275                                 <NA>
#> 276                                  Yes
#> 277                                 <NA>
#> 278                                   No
#> 279                                 <NA>
#> 280                                  Yes
#> 281                                 <NA>
#> 282                                  Yes
#> 283                                 <NA>
#> 284                                   No
#> 285                                 <NA>
#> 286                                   No
#> 287                                   No
#> 288                                 <NA>
#> 289                                   No
#> 290                                  Yes
#> 291                                 <NA>
#> 292                                  Yes
#> 293                                 <NA>
#> 294                                   No
#> 295                                   No
#> 296                                 <NA>
#> 297                                   No
#> 298                                   No
#> 299                                 <NA>
#> 300                                  Yes
#> 301                                 <NA>
#> 302                                  Yes
#> 303                                   No
#> 304                                 <NA>
#> 305                                  Yes
#> 306                                  Yes
#> 307                                 <NA>
#> 308                                  Yes
#> 309                                 <NA>
#> 310                                  Yes
#> 311                                  Yes
#> 312                                 <NA>
#> 313                                  Yes
#> 314                                 <NA>
#> 315                                  Yes
#> 316                                 <NA>
#> 317                                  Yes
#> 318                                 <NA>
#> 319                                  Yes
#> 320                                 <NA>
#> 321                                  Yes
#> 322                                 <NA>
#> 323                                  Yes
#> 324                                 <NA>
#> 325                                   No
#> 326                                 <NA>
#> 327                                  Yes
#> 328                                 <NA>
#> 329                                   No
#> 330                                 <NA>
#> 331                                  Yes
#> 332                                 <NA>
#> 333                                  Yes
#> 334                                 <NA>
#> 335                                   No
#> 336                                 <NA>
#> 337                                  Yes
#> 338                                 <NA>
#> 339                                  Yes
#> 340                                 <NA>
#> 341                                   No
#> 342                                 <NA>
#>     underlying_disease_hemato_acute_myeloid_leukemia
#> 1                                                 No
#> 2                                               <NA>
#> 3                                                 No
#> 4                                               <NA>
#> 5                                                 No
#> 6                                               <NA>
#> 7                                                 No
#> 8                                               <NA>
#> 9                                                 No
#> 10                                              <NA>
#> 11                                                No
#> 12                                              <NA>
#> 13                                                No
#> 14                                              <NA>
#> 15                                                No
#> 16                                              <NA>
#> 17                                               Yes
#> 18                                              <NA>
#> 19                                                No
#> 20                                              <NA>
#> 21                                                No
#> 22                                              <NA>
#> 23                                                No
#> 24                                              <NA>
#> 25                                                No
#> 26                                              <NA>
#> 27                                                No
#> 28                                              <NA>
#> 29                                                No
#> 30                                              <NA>
#> 31                                                No
#> 32                                              <NA>
#> 33                                                No
#> 34                                              <NA>
#> 35                                                No
#> 36                                                No
#> 37                                              <NA>
#> 38                                                No
#> 39                                              <NA>
#> 40                                                No
#> 41                                              <NA>
#> 42                                                No
#> 43                                              <NA>
#> 44                                                No
#> 45                                              <NA>
#> 46                                                No
#> 47                                              <NA>
#> 48                                                No
#> 49                                              <NA>
#> 50                                                No
#> 51                                              <NA>
#> 52                                                No
#> 53                                              <NA>
#> 54                                                No
#> 55                                              <NA>
#> 56                                                No
#> 57                                              <NA>
#> 58                                                No
#> 59                                              <NA>
#> 60                                                No
#> 61                                              <NA>
#> 62                                                No
#> 63                                              <NA>
#> 64                                                No
#> 65                                                No
#> 66                                                No
#> 67                                                No
#> 68                                              <NA>
#> 69                                                No
#> 70                                                No
#> 71                                                No
#> 72                                                No
#> 73                                                No
#> 74                                                No
#> 75                                                No
#> 76                                                No
#> 77                                                No
#> 78                                                No
#> 79                                                No
#> 80                                                No
#> 81                                                No
#> 82                                                No
#> 83                                                No
#> 84                                                No
#> 85                                                No
#> 86                                                No
#> 87                                              <NA>
#> 88                                                No
#> 89                                              <NA>
#> 90                                                No
#> 91                                              <NA>
#> 92                                                No
#> 93                                              <NA>
#> 94                                                No
#> 95                                              <NA>
#> 96                                                No
#> 97                                              <NA>
#> 98                                                No
#> 99                                              <NA>
#> 100                                               No
#> 101                                             <NA>
#> 102                                               No
#> 103                                             <NA>
#> 104                                               No
#> 105                                             <NA>
#> 106                                               No
#> 107                                             <NA>
#> 108                                               No
#> 109                                             <NA>
#> 110                                               No
#> 111                                               No
#> 112                                             <NA>
#> 113                                               No
#> 114                                             <NA>
#> 115                                               No
#> 116                                             <NA>
#> 117                                               No
#> 118                                             <NA>
#> 119                                               No
#> 120                                             <NA>
#> 121                                               No
#> 122                                             <NA>
#> 123                                               No
#> 124                                             <NA>
#> 125                                               No
#> 126                                               No
#> 127                                             <NA>
#> 128                                               No
#> 129                                             <NA>
#> 130                                               No
#> 131                                             <NA>
#> 132                                               No
#> 133                                             <NA>
#> 134                                               No
#> 135                                             <NA>
#> 136                                               No
#> 137                                               No
#> 138                                             <NA>
#> 139                                               No
#> 140                                             <NA>
#> 141                                               No
#> 142                                             <NA>
#> 143                                               No
#> 144                                               No
#> 145                                               No
#> 146                                             <NA>
#> 147                                               No
#> 148                                             <NA>
#> 149                                               No
#> 150                                             <NA>
#> 151                                               No
#> 152                                             <NA>
#> 153                                               No
#> 154                                             <NA>
#> 155                                               No
#> 156                                             <NA>
#> 157                                               No
#> 158                                             <NA>
#> 159                                               No
#> 160                                             <NA>
#> 161                                               No
#> 162                                             <NA>
#> 163                                               No
#> 164                                               No
#> 165                                             <NA>
#> 166                                               No
#> 167                                             <NA>
#> 168                                               No
#> 169                                             <NA>
#> 170                                               No
#> 171                                             <NA>
#> 172                                               No
#> 173                                             <NA>
#> 174                                               No
#> 175                                             <NA>
#> 176                                               No
#> 177                                             <NA>
#> 178                                               No
#> 179                                               No
#> 180                                             <NA>
#> 181                                               No
#> 182                                             <NA>
#> 183                                               No
#> 184                                             <NA>
#> 185                                               No
#> 186                                               No
#> 187                                             <NA>
#> 188                                               No
#> 189                                             <NA>
#> 190                                               No
#> 191                                               No
#> 192                                             <NA>
#> 193                                               No
#> 194                                             <NA>
#> 195                                               No
#> 196                                             <NA>
#> 197                                               No
#> 198                                             <NA>
#> 199                                               No
#> 200                                             <NA>
#> 201                                               No
#> 202                                             <NA>
#> 203                                               No
#> 204                                             <NA>
#> 205                                               No
#> 206                                             <NA>
#> 207                                               No
#> 208                                             <NA>
#> 209                                               No
#> 210                                               No
#> 211                                             <NA>
#> 212                                               No
#> 213                                             <NA>
#> 214                                               No
#> 215                                             <NA>
#> 216                                               No
#> 217                                             <NA>
#> 218                                               No
#> 219                                             <NA>
#> 220                                               No
#> 221                                             <NA>
#> 222                                               No
#> 223                                             <NA>
#> 224                                               No
#> 225                                             <NA>
#> 226                                               No
#> 227                                             <NA>
#> 228                                               No
#> 229                                             <NA>
#> 230                                               No
#> 231                                             <NA>
#> 232                                               No
#> 233                                             <NA>
#> 234                                               No
#> 235                                             <NA>
#> 236                                               No
#> 237                                             <NA>
#> 238                                               No
#> 239                                             <NA>
#> 240                                               No
#> 241                                             <NA>
#> 242                                              Yes
#> 243                                             <NA>
#> 244                                               No
#> 245                                             <NA>
#> 246                                              Yes
#> 247                                             <NA>
#> 248                                               No
#> 249                                             <NA>
#> 250                                               No
#> 251                                             <NA>
#> 252                                               No
#> 253                                             <NA>
#> 254                                               No
#> 255                                             <NA>
#> 256                                               No
#> 257                                             <NA>
#> 258                                               No
#> 259                                             <NA>
#> 260                                               No
#> 261                                             <NA>
#> 262                                               No
#> 263                                             <NA>
#> 264                                               No
#> 265                                             <NA>
#> 266                                               No
#> 267                                             <NA>
#> 268                                               No
#> 269                                             <NA>
#> 270                                               No
#> 271                                             <NA>
#> 272                                               No
#> 273                                             <NA>
#> 274                                               No
#> 275                                             <NA>
#> 276                                               No
#> 277                                             <NA>
#> 278                                               No
#> 279                                             <NA>
#> 280                                               No
#> 281                                             <NA>
#> 282                                               No
#> 283                                             <NA>
#> 284                                               No
#> 285                                             <NA>
#> 286                                               No
#> 287                                               No
#> 288                                             <NA>
#> 289                                               No
#> 290                                               No
#> 291                                             <NA>
#> 292                                               No
#> 293                                             <NA>
#> 294                                               No
#> 295                                               No
#> 296                                             <NA>
#> 297                                               No
#> 298                                               No
#> 299                                             <NA>
#> 300                                               No
#> 301                                             <NA>
#> 302                                               No
#> 303                                               No
#> 304                                             <NA>
#> 305                                               No
#> 306                                               No
#> 307                                             <NA>
#> 308                                               No
#> 309                                             <NA>
#> 310                                               No
#> 311                                               No
#> 312                                             <NA>
#> 313                                               No
#> 314                                             <NA>
#> 315                                               No
#> 316                                             <NA>
#> 317                                               No
#> 318                                             <NA>
#> 319                                               No
#> 320                                             <NA>
#> 321                                               No
#> 322                                             <NA>
#> 323                                               No
#> 324                                             <NA>
#> 325                                               No
#> 326                                             <NA>
#> 327                                               No
#> 328                                             <NA>
#> 329                                               No
#> 330                                             <NA>
#> 331                                               No
#> 332                                             <NA>
#> 333                                               No
#> 334                                             <NA>
#> 335                                               No
#> 336                                             <NA>
#> 337                                               No
#> 338                                             <NA>
#> 339                                               No
#> 340                                             <NA>
#> 341                                               No
#> 342                                             <NA>
#>     underlying_disease_hemato_myelodysplastic_syndrome
#> 1                                                   No
#> 2                                                 <NA>
#> 3                                                   No
#> 4                                                 <NA>
#> 5                                                   No
#> 6                                                 <NA>
#> 7                                                   No
#> 8                                                 <NA>
#> 9                                                   No
#> 10                                                <NA>
#> 11                                                  No
#> 12                                                <NA>
#> 13                                                  No
#> 14                                                <NA>
#> 15                                                  No
#> 16                                                <NA>
#> 17                                                  No
#> 18                                                <NA>
#> 19                                                  No
#> 20                                                <NA>
#> 21                                                  No
#> 22                                                <NA>
#> 23                                                  No
#> 24                                                <NA>
#> 25                                                  No
#> 26                                                <NA>
#> 27                                                  No
#> 28                                                <NA>
#> 29                                                  No
#> 30                                                <NA>
#> 31                                                  No
#> 32                                                <NA>
#> 33                                                  No
#> 34                                                <NA>
#> 35                                                  No
#> 36                                                  No
#> 37                                                <NA>
#> 38                                                  No
#> 39                                                <NA>
#> 40                                                  No
#> 41                                                <NA>
#> 42                                                  No
#> 43                                                <NA>
#> 44                                                  No
#> 45                                                <NA>
#> 46                                                  No
#> 47                                                <NA>
#> 48                                                  No
#> 49                                                <NA>
#> 50                                                  No
#> 51                                                <NA>
#> 52                                                  No
#> 53                                                <NA>
#> 54                                                  No
#> 55                                                <NA>
#> 56                                                  No
#> 57                                                <NA>
#> 58                                                  No
#> 59                                                <NA>
#> 60                                                  No
#> 61                                                <NA>
#> 62                                                  No
#> 63                                                <NA>
#> 64                                                  No
#> 65                                                  No
#> 66                                                  No
#> 67                                                  No
#> 68                                                <NA>
#> 69                                                  No
#> 70                                                  No
#> 71                                                  No
#> 72                                                  No
#> 73                                                  No
#> 74                                                  No
#> 75                                                  No
#> 76                                                  No
#> 77                                                  No
#> 78                                                  No
#> 79                                                  No
#> 80                                                  No
#> 81                                                  No
#> 82                                                  No
#> 83                                                  No
#> 84                                                  No
#> 85                                                  No
#> 86                                                  No
#> 87                                                <NA>
#> 88                                                  No
#> 89                                                <NA>
#> 90                                                  No
#> 91                                                <NA>
#> 92                                                  No
#> 93                                                <NA>
#> 94                                                  No
#> 95                                                <NA>
#> 96                                                  No
#> 97                                                <NA>
#> 98                                                  No
#> 99                                                <NA>
#> 100                                                 No
#> 101                                               <NA>
#> 102                                                 No
#> 103                                               <NA>
#> 104                                                 No
#> 105                                               <NA>
#> 106                                                 No
#> 107                                               <NA>
#> 108                                                 No
#> 109                                               <NA>
#> 110                                                 No
#> 111                                                 No
#> 112                                               <NA>
#> 113                                                 No
#> 114                                               <NA>
#> 115                                                 No
#> 116                                               <NA>
#> 117                                                 No
#> 118                                               <NA>
#> 119                                                 No
#> 120                                               <NA>
#> 121                                                 No
#> 122                                               <NA>
#> 123                                                 No
#> 124                                               <NA>
#> 125                                                 No
#> 126                                                Yes
#> 127                                               <NA>
#> 128                                                 No
#> 129                                               <NA>
#> 130                                                 No
#> 131                                               <NA>
#> 132                                                 No
#> 133                                               <NA>
#> 134                                                 No
#> 135                                               <NA>
#> 136                                                 No
#> 137                                                 No
#> 138                                               <NA>
#> 139                                                 No
#> 140                                               <NA>
#> 141                                                 No
#> 142                                               <NA>
#> 143                                                 No
#> 144                                                 No
#> 145                                                 No
#> 146                                               <NA>
#> 147                                                 No
#> 148                                               <NA>
#> 149                                                Yes
#> 150                                               <NA>
#> 151                                                 No
#> 152                                               <NA>
#> 153                                                 No
#> 154                                               <NA>
#> 155                                                Yes
#> 156                                               <NA>
#> 157                                                 No
#> 158                                               <NA>
#> 159                                                 No
#> 160                                               <NA>
#> 161                                                 No
#> 162                                               <NA>
#> 163                                                 No
#> 164                                                 No
#> 165                                               <NA>
#> 166                                                 No
#> 167                                               <NA>
#> 168                                                 No
#> 169                                               <NA>
#> 170                                                 No
#> 171                                               <NA>
#> 172                                                 No
#> 173                                               <NA>
#> 174                                                 No
#> 175                                               <NA>
#> 176                                                 No
#> 177                                               <NA>
#> 178                                                 No
#> 179                                                 No
#> 180                                               <NA>
#> 181                                                 No
#> 182                                               <NA>
#> 183                                                 No
#> 184                                               <NA>
#> 185                                                 No
#> 186                                                 No
#> 187                                               <NA>
#> 188                                                 No
#> 189                                               <NA>
#> 190                                                 No
#> 191                                                 No
#> 192                                               <NA>
#> 193                                                 No
#> 194                                               <NA>
#> 195                                                 No
#> 196                                               <NA>
#> 197                                                 No
#> 198                                               <NA>
#> 199                                                 No
#> 200                                               <NA>
#> 201                                                 No
#> 202                                               <NA>
#> 203                                                 No
#> 204                                               <NA>
#> 205                                                 No
#> 206                                               <NA>
#> 207                                                 No
#> 208                                               <NA>
#> 209                                                 No
#> 210                                                 No
#> 211                                               <NA>
#> 212                                                 No
#> 213                                               <NA>
#> 214                                                 No
#> 215                                               <NA>
#> 216                                                 No
#> 217                                               <NA>
#> 218                                                 No
#> 219                                               <NA>
#> 220                                                 No
#> 221                                               <NA>
#> 222                                                 No
#> 223                                               <NA>
#> 224                                                 No
#> 225                                               <NA>
#> 226                                                 No
#> 227                                               <NA>
#> 228                                                 No
#> 229                                               <NA>
#> 230                                                 No
#> 231                                               <NA>
#> 232                                                 No
#> 233                                               <NA>
#> 234                                                 No
#> 235                                               <NA>
#> 236                                                 No
#> 237                                               <NA>
#> 238                                                 No
#> 239                                               <NA>
#> 240                                                 No
#> 241                                               <NA>
#> 242                                                 No
#> 243                                               <NA>
#> 244                                                 No
#> 245                                               <NA>
#> 246                                                 No
#> 247                                               <NA>
#> 248                                                 No
#> 249                                               <NA>
#> 250                                                 No
#> 251                                               <NA>
#> 252                                                 No
#> 253                                               <NA>
#> 254                                                 No
#> 255                                               <NA>
#> 256                                                 No
#> 257                                               <NA>
#> 258                                                 No
#> 259                                               <NA>
#> 260                                                 No
#> 261                                               <NA>
#> 262                                                 No
#> 263                                               <NA>
#> 264                                                 No
#> 265                                               <NA>
#> 266                                                 No
#> 267                                               <NA>
#> 268                                                 No
#> 269                                               <NA>
#> 270                                                 No
#> 271                                               <NA>
#> 272                                                 No
#> 273                                               <NA>
#> 274                                                 No
#> 275                                               <NA>
#> 276                                                 No
#> 277                                               <NA>
#> 278                                                 No
#> 279                                               <NA>
#> 280                                                 No
#> 281                                               <NA>
#> 282                                                 No
#> 283                                               <NA>
#> 284                                                 No
#> 285                                               <NA>
#> 286                                                 No
#> 287                                                 No
#> 288                                               <NA>
#> 289                                                 No
#> 290                                                 No
#> 291                                               <NA>
#> 292                                                 No
#> 293                                               <NA>
#> 294                                                 No
#> 295                                                 No
#> 296                                               <NA>
#> 297                                                Yes
#> 298                                                 No
#> 299                                               <NA>
#> 300                                                 No
#> 301                                               <NA>
#> 302                                                 No
#> 303                                                 No
#> 304                                               <NA>
#> 305                                                 No
#> 306                                                 No
#> 307                                               <NA>
#> 308                                                 No
#> 309                                               <NA>
#> 310                                                 No
#> 311                                                 No
#> 312                                               <NA>
#> 313                                                 No
#> 314                                               <NA>
#> 315                                                 No
#> 316                                               <NA>
#> 317                                                 No
#> 318                                               <NA>
#> 319                                                 No
#> 320                                               <NA>
#> 321                                                 No
#> 322                                               <NA>
#> 323                                                 No
#> 324                                               <NA>
#> 325                                                 No
#> 326                                               <NA>
#> 327                                                 No
#> 328                                               <NA>
#> 329                                                 No
#> 330                                               <NA>
#> 331                                                 No
#> 332                                               <NA>
#> 333                                                 No
#> 334                                               <NA>
#> 335                                                 No
#> 336                                               <NA>
#> 337                                                 No
#> 338                                               <NA>
#> 339                                                 No
#> 340                                               <NA>
#> 341                                                 No
#> 342                                               <NA>
#>     underlying_disease_hemato_chronic_myeloid_leukaemia
#> 1                                                    No
#> 2                                                  <NA>
#> 3                                                    No
#> 4                                                  <NA>
#> 5                                                    No
#> 6                                                  <NA>
#> 7                                                    No
#> 8                                                  <NA>
#> 9                                                    No
#> 10                                                 <NA>
#> 11                                                   No
#> 12                                                 <NA>
#> 13                                                   No
#> 14                                                 <NA>
#> 15                                                   No
#> 16                                                 <NA>
#> 17                                                   No
#> 18                                                 <NA>
#> 19                                                   No
#> 20                                                 <NA>
#> 21                                                   No
#> 22                                                 <NA>
#> 23                                                   No
#> 24                                                 <NA>
#> 25                                                   No
#> 26                                                 <NA>
#> 27                                                  Yes
#> 28                                                 <NA>
#> 29                                                  Yes
#> 30                                                 <NA>
#> 31                                                   No
#> 32                                                 <NA>
#> 33                                                   No
#> 34                                                 <NA>
#> 35                                                   No
#> 36                                                   No
#> 37                                                 <NA>
#> 38                                                   No
#> 39                                                 <NA>
#> 40                                                   No
#> 41                                                 <NA>
#> 42                                                   No
#> 43                                                 <NA>
#> 44                                                   No
#> 45                                                 <NA>
#> 46                                                   No
#> 47                                                 <NA>
#> 48                                                   No
#> 49                                                 <NA>
#> 50                                                   No
#> 51                                                 <NA>
#> 52                                                   No
#> 53                                                 <NA>
#> 54                                                   No
#> 55                                                 <NA>
#> 56                                                   No
#> 57                                                 <NA>
#> 58                                                   No
#> 59                                                 <NA>
#> 60                                                   No
#> 61                                                 <NA>
#> 62                                                   No
#> 63                                                 <NA>
#> 64                                                   No
#> 65                                                   No
#> 66                                                   No
#> 67                                                   No
#> 68                                                 <NA>
#> 69                                                   No
#> 70                                                   No
#> 71                                                   No
#> 72                                                   No
#> 73                                                   No
#> 74                                                   No
#> 75                                                   No
#> 76                                                   No
#> 77                                                   No
#> 78                                                   No
#> 79                                                   No
#> 80                                                   No
#> 81                                                   No
#> 82                                                   No
#> 83                                                   No
#> 84                                                   No
#> 85                                                   No
#> 86                                                   No
#> 87                                                 <NA>
#> 88                                                   No
#> 89                                                 <NA>
#> 90                                                   No
#> 91                                                 <NA>
#> 92                                                   No
#> 93                                                 <NA>
#> 94                                                   No
#> 95                                                 <NA>
#> 96                                                   No
#> 97                                                 <NA>
#> 98                                                   No
#> 99                                                 <NA>
#> 100                                                  No
#> 101                                                <NA>
#> 102                                                  No
#> 103                                                <NA>
#> 104                                                  No
#> 105                                                <NA>
#> 106                                                  No
#> 107                                                <NA>
#> 108                                                  No
#> 109                                                <NA>
#> 110                                                  No
#> 111                                                  No
#> 112                                                <NA>
#> 113                                                  No
#> 114                                                <NA>
#> 115                                                  No
#> 116                                                <NA>
#> 117                                                  No
#> 118                                                <NA>
#> 119                                                  No
#> 120                                                <NA>
#> 121                                                  No
#> 122                                                <NA>
#> 123                                                  No
#> 124                                                <NA>
#> 125                                                  No
#> 126                                                  No
#> 127                                                <NA>
#> 128                                                  No
#> 129                                                <NA>
#> 130                                                  No
#> 131                                                <NA>
#> 132                                                  No
#> 133                                                <NA>
#> 134                                                  No
#> 135                                                <NA>
#> 136                                                  No
#> 137                                                  No
#> 138                                                <NA>
#> 139                                                  No
#> 140                                                <NA>
#> 141                                                  No
#> 142                                                <NA>
#> 143                                                  No
#> 144                                                  No
#> 145                                                  No
#> 146                                                <NA>
#> 147                                                  No
#> 148                                                <NA>
#> 149                                                  No
#> 150                                                <NA>
#> 151                                                  No
#> 152                                                <NA>
#> 153                                                  No
#> 154                                                <NA>
#> 155                                                  No
#> 156                                                <NA>
#> 157                                                  No
#> 158                                                <NA>
#> 159                                                  No
#> 160                                                <NA>
#> 161                                                  No
#> 162                                                <NA>
#> 163                                                  No
#> 164                                                  No
#> 165                                                <NA>
#> 166                                                  No
#> 167                                                <NA>
#> 168                                                  No
#> 169                                                <NA>
#> 170                                                  No
#> 171                                                <NA>
#> 172                                                  No
#> 173                                                <NA>
#> 174                                                  No
#> 175                                                <NA>
#> 176                                                  No
#> 177                                                <NA>
#> 178                                                  No
#> 179                                                  No
#> 180                                                <NA>
#> 181                                                  No
#> 182                                                <NA>
#> 183                                                  No
#> 184                                                <NA>
#> 185                                                  No
#> 186                                                  No
#> 187                                                <NA>
#> 188                                                  No
#> 189                                                <NA>
#> 190                                                  No
#> 191                                                  No
#> 192                                                <NA>
#> 193                                                  No
#> 194                                                <NA>
#> 195                                                  No
#> 196                                                <NA>
#> 197                                                  No
#> 198                                                <NA>
#> 199                                                  No
#> 200                                                <NA>
#> 201                                                  No
#> 202                                                <NA>
#> 203                                                  No
#> 204                                                <NA>
#> 205                                                  No
#> 206                                                <NA>
#> 207                                                  No
#> 208                                                <NA>
#> 209                                                  No
#> 210                                                  No
#> 211                                                <NA>
#> 212                                                  No
#> 213                                                <NA>
#> 214                                                  No
#> 215                                                <NA>
#> 216                                                  No
#> 217                                                <NA>
#> 218                                                  No
#> 219                                                <NA>
#> 220                                                  No
#> 221                                                <NA>
#> 222                                                  No
#> 223                                                <NA>
#> 224                                                  No
#> 225                                                <NA>
#> 226                                                  No
#> 227                                                <NA>
#> 228                                                  No
#> 229                                                <NA>
#> 230                                                  No
#> 231                                                <NA>
#> 232                                                  No
#> 233                                                <NA>
#> 234                                                  No
#> 235                                                <NA>
#> 236                                                  No
#> 237                                                <NA>
#> 238                                                  No
#> 239                                                <NA>
#> 240                                                  No
#> 241                                                <NA>
#> 242                                                  No
#> 243                                                <NA>
#> 244                                                  No
#> 245                                                <NA>
#> 246                                                  No
#> 247                                                <NA>
#> 248                                                  No
#> 249                                                <NA>
#> 250                                                  No
#> 251                                                <NA>
#> 252                                                  No
#> 253                                                <NA>
#> 254                                                  No
#> 255                                                <NA>
#> 256                                                  No
#> 257                                                <NA>
#> 258                                                  No
#> 259                                                <NA>
#> 260                                                  No
#> 261                                                <NA>
#> 262                                                  No
#> 263                                                <NA>
#> 264                                                  No
#> 265                                                <NA>
#> 266                                                  No
#> 267                                                <NA>
#> 268                                                  No
#> 269                                                <NA>
#> 270                                                  No
#> 271                                                <NA>
#> 272                                                  No
#> 273                                                <NA>
#> 274                                                  No
#> 275                                                <NA>
#> 276                                                  No
#> 277                                                <NA>
#> 278                                                  No
#> 279                                                <NA>
#> 280                                                  No
#> 281                                                <NA>
#> 282                                                  No
#> 283                                                <NA>
#> 284                                                  No
#> 285                                                <NA>
#> 286                                                  No
#> 287                                                  No
#> 288                                                <NA>
#> 289                                                  No
#> 290                                                  No
#> 291                                                <NA>
#> 292                                                  No
#> 293                                                <NA>
#> 294                                                  No
#> 295                                                  No
#> 296                                                <NA>
#> 297                                                  No
#> 298                                                  No
#> 299                                                <NA>
#> 300                                                  No
#> 301                                                <NA>
#> 302                                                  No
#> 303                                                  No
#> 304                                                <NA>
#> 305                                                  No
#> 306                                                  No
#> 307                                                <NA>
#> 308                                                  No
#> 309                                                <NA>
#> 310                                                  No
#> 311                                                  No
#> 312                                                <NA>
#> 313                                                  No
#> 314                                                <NA>
#> 315                                                  No
#> 316                                                <NA>
#> 317                                                  No
#> 318                                                <NA>
#> 319                                                  No
#> 320                                                <NA>
#> 321                                                  No
#> 322                                                <NA>
#> 323                                                  No
#> 324                                                <NA>
#> 325                                                 Yes
#> 326                                                <NA>
#> 327                                                  No
#> 328                                                <NA>
#> 329                                                  No
#> 330                                                <NA>
#> 331                                                  No
#> 332                                                <NA>
#> 333                                                  No
#> 334                                                <NA>
#> 335                                                  No
#> 336                                                <NA>
#> 337                                                  No
#> 338                                                <NA>
#> 339                                                  No
#> 340                                                <NA>
#> 341                                                  No
#> 342                                                <NA>
#>     underlying_disease_hemato_acute_lymphoblastic_leukaemia
#> 1                                                        No
#> 2                                                      <NA>
#> 3                                                        No
#> 4                                                      <NA>
#> 5                                                        No
#> 6                                                      <NA>
#> 7                                                        No
#> 8                                                      <NA>
#> 9                                                        No
#> 10                                                     <NA>
#> 11                                                       No
#> 12                                                     <NA>
#> 13                                                       No
#> 14                                                     <NA>
#> 15                                                       No
#> 16                                                     <NA>
#> 17                                                       No
#> 18                                                     <NA>
#> 19                                                       No
#> 20                                                     <NA>
#> 21                                                       No
#> 22                                                     <NA>
#> 23                                                       No
#> 24                                                     <NA>
#> 25                                                       No
#> 26                                                     <NA>
#> 27                                                       No
#> 28                                                     <NA>
#> 29                                                       No
#> 30                                                     <NA>
#> 31                                                       No
#> 32                                                     <NA>
#> 33                                                       No
#> 34                                                     <NA>
#> 35                                                       No
#> 36                                                       No
#> 37                                                     <NA>
#> 38                                                       No
#> 39                                                     <NA>
#> 40                                                       No
#> 41                                                     <NA>
#> 42                                                       No
#> 43                                                     <NA>
#> 44                                                       No
#> 45                                                     <NA>
#> 46                                                       No
#> 47                                                     <NA>
#> 48                                                       No
#> 49                                                     <NA>
#> 50                                                       No
#> 51                                                     <NA>
#> 52                                                       No
#> 53                                                     <NA>
#> 54                                                       No
#> 55                                                     <NA>
#> 56                                                       No
#> 57                                                     <NA>
#> 58                                                       No
#> 59                                                     <NA>
#> 60                                                       No
#> 61                                                     <NA>
#> 62                                                       No
#> 63                                                     <NA>
#> 64                                                       No
#> 65                                                       No
#> 66                                                       No
#> 67                                                       No
#> 68                                                     <NA>
#> 69                                                       No
#> 70                                                       No
#> 71                                                       No
#> 72                                                       No
#> 73                                                      Yes
#> 74                                                       No
#> 75                                                       No
#> 76                                                       No
#> 77                                                       No
#> 78                                                       No
#> 79                                                       No
#> 80                                                       No
#> 81                                                       No
#> 82                                                       No
#> 83                                                       No
#> 84                                                       No
#> 85                                                       No
#> 86                                                       No
#> 87                                                     <NA>
#> 88                                                       No
#> 89                                                     <NA>
#> 90                                                       No
#> 91                                                     <NA>
#> 92                                                       No
#> 93                                                     <NA>
#> 94                                                       No
#> 95                                                     <NA>
#> 96                                                       No
#> 97                                                     <NA>
#> 98                                                       No
#> 99                                                     <NA>
#> 100                                                      No
#> 101                                                    <NA>
#> 102                                                      No
#> 103                                                    <NA>
#> 104                                                      No
#> 105                                                    <NA>
#> 106                                                      No
#> 107                                                    <NA>
#> 108                                                      No
#> 109                                                    <NA>
#> 110                                                      No
#> 111                                                      No
#> 112                                                    <NA>
#> 113                                                      No
#> 114                                                    <NA>
#> 115                                                      No
#> 116                                                    <NA>
#> 117                                                      No
#> 118                                                    <NA>
#> 119                                                      No
#> 120                                                    <NA>
#> 121                                                      No
#> 122                                                    <NA>
#> 123                                                      No
#> 124                                                    <NA>
#> 125                                                      No
#> 126                                                      No
#> 127                                                    <NA>
#> 128                                                      No
#> 129                                                    <NA>
#> 130                                                      No
#> 131                                                    <NA>
#> 132                                                      No
#> 133                                                    <NA>
#> 134                                                      No
#> 135                                                    <NA>
#> 136                                                      No
#> 137                                                      No
#> 138                                                    <NA>
#> 139                                                      No
#> 140                                                    <NA>
#> 141                                                      No
#> 142                                                    <NA>
#> 143                                                      No
#> 144                                                      No
#> 145                                                      No
#> 146                                                    <NA>
#> 147                                                      No
#> 148                                                    <NA>
#> 149                                                      No
#> 150                                                    <NA>
#> 151                                                      No
#> 152                                                    <NA>
#> 153                                                      No
#> 154                                                    <NA>
#> 155                                                      No
#> 156                                                    <NA>
#> 157                                                      No
#> 158                                                    <NA>
#> 159                                                      No
#> 160                                                    <NA>
#> 161                                                      No
#> 162                                                    <NA>
#> 163                                                      No
#> 164                                                      No
#> 165                                                    <NA>
#> 166                                                      No
#> 167                                                    <NA>
#> 168                                                      No
#> 169                                                    <NA>
#> 170                                                      No
#> 171                                                    <NA>
#> 172                                                      No
#> 173                                                    <NA>
#> 174                                                      No
#> 175                                                    <NA>
#> 176                                                      No
#> 177                                                    <NA>
#> 178                                                      No
#> 179                                                      No
#> 180                                                    <NA>
#> 181                                                      No
#> 182                                                    <NA>
#> 183                                                      No
#> 184                                                    <NA>
#> 185                                                      No
#> 186                                                      No
#> 187                                                    <NA>
#> 188                                                      No
#> 189                                                    <NA>
#> 190                                                     Yes
#> 191                                                      No
#> 192                                                    <NA>
#> 193                                                      No
#> 194                                                    <NA>
#> 195                                                     Yes
#> 196                                                    <NA>
#> 197                                                     Yes
#> 198                                                    <NA>
#> 199                                                      No
#> 200                                                    <NA>
#> 201                                                      No
#> 202                                                    <NA>
#> 203                                                      No
#> 204                                                    <NA>
#> 205                                                      No
#> 206                                                    <NA>
#> 207                                                      No
#> 208                                                    <NA>
#> 209                                                      No
#> 210                                                      No
#> 211                                                    <NA>
#> 212                                                      No
#> 213                                                    <NA>
#> 214                                                      No
#> 215                                                    <NA>
#> 216                                                      No
#> 217                                                    <NA>
#> 218                                                      No
#> 219                                                    <NA>
#> 220                                                      No
#> 221                                                    <NA>
#> 222                                                      No
#> 223                                                    <NA>
#> 224                                                      No
#> 225                                                    <NA>
#> 226                                                      No
#> 227                                                    <NA>
#> 228                                                      No
#> 229                                                    <NA>
#> 230                                                      No
#> 231                                                    <NA>
#> 232                                                      No
#> 233                                                    <NA>
#> 234                                                      No
#> 235                                                    <NA>
#> 236                                                      No
#> 237                                                    <NA>
#> 238                                                      No
#> 239                                                    <NA>
#> 240                                                      No
#> 241                                                    <NA>
#> 242                                                      No
#> 243                                                    <NA>
#> 244                                                      No
#> 245                                                    <NA>
#> 246                                                      No
#> 247                                                    <NA>
#> 248                                                      No
#> 249                                                    <NA>
#> 250                                                      No
#> 251                                                    <NA>
#> 252                                                      No
#> 253                                                    <NA>
#> 254                                                      No
#> 255                                                    <NA>
#> 256                                                      No
#> 257                                                    <NA>
#> 258                                                      No
#> 259                                                    <NA>
#> 260                                                      No
#> 261                                                    <NA>
#> 262                                                      No
#> 263                                                    <NA>
#> 264                                                      No
#> 265                                                    <NA>
#> 266                                                      No
#> 267                                                    <NA>
#> 268                                                      No
#> 269                                                    <NA>
#> 270                                                      No
#> 271                                                    <NA>
#> 272                                                     Yes
#> 273                                                    <NA>
#> 274                                                      No
#> 275                                                    <NA>
#> 276                                                      No
#> 277                                                    <NA>
#> 278                                                     Yes
#> 279                                                    <NA>
#> 280                                                      No
#> 281                                                    <NA>
#> 282                                                      No
#> 283                                                    <NA>
#> 284                                                      No
#> 285                                                    <NA>
#> 286                                                      No
#> 287                                                      No
#> 288                                                    <NA>
#> 289                                                      No
#> 290                                                      No
#> 291                                                    <NA>
#> 292                                                      No
#> 293                                                    <NA>
#> 294                                                      No
#> 295                                                      No
#> 296                                                    <NA>
#> 297                                                      No
#> 298                                                      No
#> 299                                                    <NA>
#> 300                                                      No
#> 301                                                    <NA>
#> 302                                                      No
#> 303                                                      No
#> 304                                                    <NA>
#> 305                                                      No
#> 306                                                      No
#> 307                                                    <NA>
#> 308                                                      No
#> 309                                                    <NA>
#> 310                                                      No
#> 311                                                      No
#> 312                                                    <NA>
#> 313                                                      No
#> 314                                                    <NA>
#> 315                                                      No
#> 316                                                    <NA>
#> 317                                                      No
#> 318                                                    <NA>
#> 319                                                      No
#> 320                                                    <NA>
#> 321                                                      No
#> 322                                                    <NA>
#> 323                                                      No
#> 324                                                    <NA>
#> 325                                                      No
#> 326                                                    <NA>
#> 327                                                      No
#> 328                                                    <NA>
#> 329                                                      No
#> 330                                                    <NA>
#> 331                                                      No
#> 332                                                    <NA>
#> 333                                                      No
#> 334                                                    <NA>
#> 335                                                      No
#> 336                                                    <NA>
#> 337                                                      No
#> 338                                                    <NA>
#> 339                                                      No
#> 340                                                    <NA>
#> 341                                                      No
#> 342                                                    <NA>
#>     underlying_disease_hemato_hodgkin_lymphoma
#> 1                                           No
#> 2                                         <NA>
#> 3                                           No
#> 4                                         <NA>
#> 5                                           No
#> 6                                         <NA>
#> 7                                           No
#> 8                                         <NA>
#> 9                                           No
#> 10                                        <NA>
#> 11                                          No
#> 12                                        <NA>
#> 13                                          No
#> 14                                        <NA>
#> 15                                          No
#> 16                                        <NA>
#> 17                                          No
#> 18                                        <NA>
#> 19                                          No
#> 20                                        <NA>
#> 21                                          No
#> 22                                        <NA>
#> 23                                          No
#> 24                                        <NA>
#> 25                                          No
#> 26                                        <NA>
#> 27                                          No
#> 28                                        <NA>
#> 29                                          No
#> 30                                        <NA>
#> 31                                          No
#> 32                                        <NA>
#> 33                                          No
#> 34                                        <NA>
#> 35                                          No
#> 36                                          No
#> 37                                        <NA>
#> 38                                          No
#> 39                                        <NA>
#> 40                                          No
#> 41                                        <NA>
#> 42                                          No
#> 43                                        <NA>
#> 44                                          No
#> 45                                        <NA>
#> 46                                          No
#> 47                                        <NA>
#> 48                                          No
#> 49                                        <NA>
#> 50                                          No
#> 51                                        <NA>
#> 52                                          No
#> 53                                        <NA>
#> 54                                          No
#> 55                                        <NA>
#> 56                                          No
#> 57                                        <NA>
#> 58                                          No
#> 59                                        <NA>
#> 60                                          No
#> 61                                        <NA>
#> 62                                          No
#> 63                                        <NA>
#> 64                                          No
#> 65                                          No
#> 66                                          No
#> 67                                          No
#> 68                                        <NA>
#> 69                                          No
#> 70                                          No
#> 71                                          No
#> 72                                          No
#> 73                                          No
#> 74                                          No
#> 75                                          No
#> 76                                          No
#> 77                                          No
#> 78                                          No
#> 79                                          No
#> 80                                          No
#> 81                                          No
#> 82                                          No
#> 83                                          No
#> 84                                          No
#> 85                                          No
#> 86                                          No
#> 87                                        <NA>
#> 88                                          No
#> 89                                        <NA>
#> 90                                          No
#> 91                                        <NA>
#> 92                                          No
#> 93                                        <NA>
#> 94                                          No
#> 95                                        <NA>
#> 96                                          No
#> 97                                        <NA>
#> 98                                          No
#> 99                                        <NA>
#> 100                                         No
#> 101                                       <NA>
#> 102                                         No
#> 103                                       <NA>
#> 104                                         No
#> 105                                       <NA>
#> 106                                         No
#> 107                                       <NA>
#> 108                                         No
#> 109                                       <NA>
#> 110                                         No
#> 111                                         No
#> 112                                       <NA>
#> 113                                         No
#> 114                                       <NA>
#> 115                                         No
#> 116                                       <NA>
#> 117                                         No
#> 118                                       <NA>
#> 119                                         No
#> 120                                       <NA>
#> 121                                         No
#> 122                                       <NA>
#> 123                                         No
#> 124                                       <NA>
#> 125                                         No
#> 126                                         No
#> 127                                       <NA>
#> 128                                         No
#> 129                                       <NA>
#> 130                                         No
#> 131                                       <NA>
#> 132                                         No
#> 133                                       <NA>
#> 134                                         No
#> 135                                       <NA>
#> 136                                         No
#> 137                                         No
#> 138                                       <NA>
#> 139                                         No
#> 140                                       <NA>
#> 141                                         No
#> 142                                       <NA>
#> 143                                         No
#> 144                                         No
#> 145                                         No
#> 146                                       <NA>
#> 147                                         No
#> 148                                       <NA>
#> 149                                         No
#> 150                                       <NA>
#> 151                                         No
#> 152                                       <NA>
#> 153                                         No
#> 154                                       <NA>
#> 155                                         No
#> 156                                       <NA>
#> 157                                        Yes
#> 158                                       <NA>
#> 159                                         No
#> 160                                       <NA>
#> 161                                         No
#> 162                                       <NA>
#> 163                                         No
#> 164                                         No
#> 165                                       <NA>
#> 166                                         No
#> 167                                       <NA>
#> 168                                         No
#> 169                                       <NA>
#> 170                                         No
#> 171                                       <NA>
#> 172                                         No
#> 173                                       <NA>
#> 174                                         No
#> 175                                       <NA>
#> 176                                         No
#> 177                                       <NA>
#> 178                                         No
#> 179                                         No
#> 180                                       <NA>
#> 181                                         No
#> 182                                       <NA>
#> 183                                         No
#> 184                                       <NA>
#> 185                                         No
#> 186                                         No
#> 187                                       <NA>
#> 188                                         No
#> 189                                       <NA>
#> 190                                         No
#> 191                                         No
#> 192                                       <NA>
#> 193                                         No
#> 194                                       <NA>
#> 195                                         No
#> 196                                       <NA>
#> 197                                         No
#> 198                                       <NA>
#> 199                                         No
#> 200                                       <NA>
#> 201                                         No
#> 202                                       <NA>
#> 203                                        Yes
#> 204                                       <NA>
#> 205                                         No
#> 206                                       <NA>
#> 207                                         No
#> 208                                       <NA>
#> 209                                         No
#> 210                                         No
#> 211                                       <NA>
#> 212                                         No
#> 213                                       <NA>
#> 214                                         No
#> 215                                       <NA>
#> 216                                         No
#> 217                                       <NA>
#> 218                                         No
#> 219                                       <NA>
#> 220                                         No
#> 221                                       <NA>
#> 222                                         No
#> 223                                       <NA>
#> 224                                         No
#> 225                                       <NA>
#> 226                                         No
#> 227                                       <NA>
#> 228                                         No
#> 229                                       <NA>
#> 230                                         No
#> 231                                       <NA>
#> 232                                         No
#> 233                                       <NA>
#> 234                                        Yes
#> 235                                       <NA>
#> 236                                         No
#> 237                                       <NA>
#> 238                                        Yes
#> 239                                       <NA>
#> 240                                         No
#> 241                                       <NA>
#> 242                                         No
#> 243                                       <NA>
#> 244                                         No
#> 245                                       <NA>
#> 246                                         No
#> 247                                       <NA>
#> 248                                         No
#> 249                                       <NA>
#> 250                                        Yes
#> 251                                       <NA>
#> 252                                         No
#> 253                                       <NA>
#> 254                                         No
#> 255                                       <NA>
#> 256                                         No
#> 257                                       <NA>
#> 258                                         No
#> 259                                       <NA>
#> 260                                         No
#> 261                                       <NA>
#> 262                                         No
#> 263                                       <NA>
#> 264                                         No
#> 265                                       <NA>
#> 266                                         No
#> 267                                       <NA>
#> 268                                         No
#> 269                                       <NA>
#> 270                                         No
#> 271                                       <NA>
#> 272                                         No
#> 273                                       <NA>
#> 274                                         No
#> 275                                       <NA>
#> 276                                         No
#> 277                                       <NA>
#> 278                                         No
#> 279                                       <NA>
#> 280                                         No
#> 281                                       <NA>
#> 282                                         No
#> 283                                       <NA>
#> 284                                         No
#> 285                                       <NA>
#> 286                                         No
#> 287                                        Yes
#> 288                                       <NA>
#> 289                                         No
#> 290                                         No
#> 291                                       <NA>
#> 292                                         No
#> 293                                       <NA>
#> 294                                         No
#> 295                                        Yes
#> 296                                       <NA>
#> 297                                         No
#> 298                                         No
#> 299                                       <NA>
#> 300                                         No
#> 301                                       <NA>
#> 302                                         No
#> 303                                         No
#> 304                                       <NA>
#> 305                                         No
#> 306                                         No
#> 307                                       <NA>
#> 308                                         No
#> 309                                       <NA>
#> 310                                         No
#> 311                                         No
#> 312                                       <NA>
#> 313                                         No
#> 314                                       <NA>
#> 315                                         No
#> 316                                       <NA>
#> 317                                         No
#> 318                                       <NA>
#> 319                                         No
#> 320                                       <NA>
#> 321                                         No
#> 322                                       <NA>
#> 323                                         No
#> 324                                       <NA>
#> 325                                         No
#> 326                                       <NA>
#> 327                                         No
#> 328                                       <NA>
#> 329                                         No
#> 330                                       <NA>
#> 331                                         No
#> 332                                       <NA>
#> 333                                         No
#> 334                                       <NA>
#> 335                                         No
#> 336                                       <NA>
#> 337                                         No
#> 338                                       <NA>
#> 339                                         No
#> 340                                       <NA>
#> 341                                         No
#> 342                                       <NA>
#>     underlying_disease_hemato_non_hodgkin_lymphoma
#> 1                                               No
#> 2                                             <NA>
#> 3                                              Yes
#> 4                                             <NA>
#> 5                                               No
#> 6                                             <NA>
#> 7                                              Yes
#> 8                                             <NA>
#> 9                                               No
#> 10                                            <NA>
#> 11                                              No
#> 12                                            <NA>
#> 13                                              No
#> 14                                            <NA>
#> 15                                              No
#> 16                                            <NA>
#> 17                                              No
#> 18                                            <NA>
#> 19                                              No
#> 20                                            <NA>
#> 21                                              No
#> 22                                            <NA>
#> 23                                              No
#> 24                                            <NA>
#> 25                                             Yes
#> 26                                            <NA>
#> 27                                              No
#> 28                                            <NA>
#> 29                                              No
#> 30                                            <NA>
#> 31                                              No
#> 32                                            <NA>
#> 33                                              No
#> 34                                            <NA>
#> 35                                              No
#> 36                                              No
#> 37                                            <NA>
#> 38                                              No
#> 39                                            <NA>
#> 40                                              No
#> 41                                            <NA>
#> 42                                              No
#> 43                                            <NA>
#> 44                                              No
#> 45                                            <NA>
#> 46                                              No
#> 47                                            <NA>
#> 48                                              No
#> 49                                            <NA>
#> 50                                              No
#> 51                                            <NA>
#> 52                                              No
#> 53                                            <NA>
#> 54                                              No
#> 55                                            <NA>
#> 56                                              No
#> 57                                            <NA>
#> 58                                              No
#> 59                                            <NA>
#> 60                                              No
#> 61                                            <NA>
#> 62                                              No
#> 63                                            <NA>
#> 64                                              No
#> 65                                              No
#> 66                                              No
#> 67                                              No
#> 68                                            <NA>
#> 69                                              No
#> 70                                              No
#> 71                                              No
#> 72                                              No
#> 73                                              No
#> 74                                              No
#> 75                                              No
#> 76                                              No
#> 77                                              No
#> 78                                              No
#> 79                                              No
#> 80                                              No
#> 81                                              No
#> 82                                              No
#> 83                                              No
#> 84                                              No
#> 85                                              No
#> 86                                              No
#> 87                                            <NA>
#> 88                                              No
#> 89                                            <NA>
#> 90                                              No
#> 91                                            <NA>
#> 92                                              No
#> 93                                            <NA>
#> 94                                              No
#> 95                                            <NA>
#> 96                                              No
#> 97                                            <NA>
#> 98                                              No
#> 99                                            <NA>
#> 100                                             No
#> 101                                           <NA>
#> 102                                             No
#> 103                                           <NA>
#> 104                                             No
#> 105                                           <NA>
#> 106                                             No
#> 107                                           <NA>
#> 108                                            Yes
#> 109                                           <NA>
#> 110                                             No
#> 111                                             No
#> 112                                           <NA>
#> 113                                             No
#> 114                                           <NA>
#> 115                                             No
#> 116                                           <NA>
#> 117                                             No
#> 118                                           <NA>
#> 119                                            Yes
#> 120                                           <NA>
#> 121                                             No
#> 122                                           <NA>
#> 123                                             No
#> 124                                           <NA>
#> 125                                             No
#> 126                                             No
#> 127                                           <NA>
#> 128                                             No
#> 129                                           <NA>
#> 130                                             No
#> 131                                           <NA>
#> 132                                             No
#> 133                                           <NA>
#> 134                                             No
#> 135                                           <NA>
#> 136                                             No
#> 137                                             No
#> 138                                           <NA>
#> 139                                             No
#> 140                                           <NA>
#> 141                                             No
#> 142                                           <NA>
#> 143                                             No
#> 144                                             No
#> 145                                             No
#> 146                                           <NA>
#> 147                                             No
#> 148                                           <NA>
#> 149                                             No
#> 150                                           <NA>
#> 151                                             No
#> 152                                           <NA>
#> 153                                             No
#> 154                                           <NA>
#> 155                                             No
#> 156                                           <NA>
#> 157                                             No
#> 158                                           <NA>
#> 159                                             No
#> 160                                           <NA>
#> 161                                             No
#> 162                                           <NA>
#> 163                                             No
#> 164                                             No
#> 165                                           <NA>
#> 166                                            Yes
#> 167                                           <NA>
#> 168                                             No
#> 169                                           <NA>
#> 170                                             No
#> 171                                           <NA>
#> 172                                             No
#> 173                                           <NA>
#> 174                                            Yes
#> 175                                           <NA>
#> 176                                            Yes
#> 177                                           <NA>
#> 178                                            Yes
#> 179                                            Yes
#> 180                                           <NA>
#> 181                                             No
#> 182                                           <NA>
#> 183                                            Yes
#> 184                                           <NA>
#> 185                                             No
#> 186                                             No
#> 187                                           <NA>
#> 188                                             No
#> 189                                           <NA>
#> 190                                             No
#> 191                                            Yes
#> 192                                           <NA>
#> 193                                             No
#> 194                                           <NA>
#> 195                                             No
#> 196                                           <NA>
#> 197                                             No
#> 198                                           <NA>
#> 199                                             No
#> 200                                           <NA>
#> 201                                             No
#> 202                                           <NA>
#> 203                                             No
#> 204                                           <NA>
#> 205                                             No
#> 206                                           <NA>
#> 207                                             No
#> 208                                           <NA>
#> 209                                             No
#> 210                                             No
#> 211                                           <NA>
#> 212                                            Yes
#> 213                                           <NA>
#> 214                                             No
#> 215                                           <NA>
#> 216                                             No
#> 217                                           <NA>
#> 218                                             No
#> 219                                           <NA>
#> 220                                             No
#> 221                                           <NA>
#> 222                                            Yes
#> 223                                           <NA>
#> 224                                             No
#> 225                                           <NA>
#> 226                                             No
#> 227                                           <NA>
#> 228                                            Yes
#> 229                                           <NA>
#> 230                                            Yes
#> 231                                           <NA>
#> 232                                            Yes
#> 233                                           <NA>
#> 234                                             No
#> 235                                           <NA>
#> 236                                            Yes
#> 237                                           <NA>
#> 238                                             No
#> 239                                           <NA>
#> 240                                             No
#> 241                                           <NA>
#> 242                                             No
#> 243                                           <NA>
#> 244                                             No
#> 245                                           <NA>
#> 246                                             No
#> 247                                           <NA>
#> 248                                            Yes
#> 249                                           <NA>
#> 250                                             No
#> 251                                           <NA>
#> 252                                            Yes
#> 253                                           <NA>
#> 254                                             No
#> 255                                           <NA>
#> 256                                            Yes
#> 257                                           <NA>
#> 258                                            Yes
#> 259                                           <NA>
#> 260                                            Yes
#> 261                                           <NA>
#> 262                                            Yes
#> 263                                           <NA>
#> 264                                            Yes
#> 265                                           <NA>
#> 266                                            Yes
#> 267                                           <NA>
#> 268                                             No
#> 269                                           <NA>
#> 270                                             No
#> 271                                           <NA>
#> 272                                             No
#> 273                                           <NA>
#> 274                                             No
#> 275                                           <NA>
#> 276                                             No
#> 277                                           <NA>
#> 278                                             No
#> 279                                           <NA>
#> 280                                             No
#> 281                                           <NA>
#> 282                                             No
#> 283                                           <NA>
#> 284                                             No
#> 285                                           <NA>
#> 286                                             No
#> 287                                             No
#> 288                                           <NA>
#> 289                                             No
#> 290                                             No
#> 291                                           <NA>
#> 292                                             No
#> 293                                           <NA>
#> 294                                             No
#> 295                                             No
#> 296                                           <NA>
#> 297                                             No
#> 298                                            Yes
#> 299                                           <NA>
#> 300                                             No
#> 301                                           <NA>
#> 302                                             No
#> 303                                            Yes
#> 304                                           <NA>
#> 305                                             No
#> 306                                             No
#> 307                                           <NA>
#> 308                                             No
#> 309                                           <NA>
#> 310                                             No
#> 311                                             No
#> 312                                           <NA>
#> 313                                             No
#> 314                                           <NA>
#> 315                                             No
#> 316                                           <NA>
#> 317                                             No
#> 318                                           <NA>
#> 319                                             No
#> 320                                           <NA>
#> 321                                             No
#> 322                                           <NA>
#> 323                                             No
#> 324                                           <NA>
#> 325                                             No
#> 326                                           <NA>
#> 327                                             No
#> 328                                           <NA>
#> 329                                             No
#> 330                                           <NA>
#> 331                                             No
#> 332                                           <NA>
#> 333                                             No
#> 334                                           <NA>
#> 335                                             No
#> 336                                           <NA>
#> 337                                             No
#> 338                                           <NA>
#> 339                                             No
#> 340                                           <NA>
#> 341                                            Yes
#> 342                                           <NA>
#>     underlying_disease_hemato_multiple_myeloma
#> 1                                           No
#> 2                                         <NA>
#> 3                                           No
#> 4                                         <NA>
#> 5                                           No
#> 6                                         <NA>
#> 7                                           No
#> 8                                         <NA>
#> 9                                           No
#> 10                                        <NA>
#> 11                                          No
#> 12                                        <NA>
#> 13                                         Yes
#> 14                                        <NA>
#> 15                                          No
#> 16                                        <NA>
#> 17                                          No
#> 18                                        <NA>
#> 19                                          No
#> 20                                        <NA>
#> 21                                          No
#> 22                                        <NA>
#> 23                                          No
#> 24                                        <NA>
#> 25                                          No
#> 26                                        <NA>
#> 27                                          No
#> 28                                        <NA>
#> 29                                          No
#> 30                                        <NA>
#> 31                                          No
#> 32                                        <NA>
#> 33                                          No
#> 34                                        <NA>
#> 35                                         Yes
#> 36                                          No
#> 37                                        <NA>
#> 38                                          No
#> 39                                        <NA>
#> 40                                          No
#> 41                                        <NA>
#> 42                                          No
#> 43                                        <NA>
#> 44                                          No
#> 45                                        <NA>
#> 46                                          No
#> 47                                        <NA>
#> 48                                          No
#> 49                                        <NA>
#> 50                                          No
#> 51                                        <NA>
#> 52                                          No
#> 53                                        <NA>
#> 54                                          No
#> 55                                        <NA>
#> 56                                          No
#> 57                                        <NA>
#> 58                                          No
#> 59                                        <NA>
#> 60                                          No
#> 61                                        <NA>
#> 62                                          No
#> 63                                        <NA>
#> 64                                          No
#> 65                                          No
#> 66                                          No
#> 67                                          No
#> 68                                        <NA>
#> 69                                          No
#> 70                                          No
#> 71                                          No
#> 72                                         Yes
#> 73                                          No
#> 74                                          No
#> 75                                         Yes
#> 76                                         Yes
#> 77                                          No
#> 78                                          No
#> 79                                          No
#> 80                                         Yes
#> 81                                         Yes
#> 82                                          No
#> 83                                          No
#> 84                                         Yes
#> 85                                          No
#> 86                                          No
#> 87                                        <NA>
#> 88                                          No
#> 89                                        <NA>
#> 90                                          No
#> 91                                        <NA>
#> 92                                          No
#> 93                                        <NA>
#> 94                                          No
#> 95                                        <NA>
#> 96                                          No
#> 97                                        <NA>
#> 98                                          No
#> 99                                        <NA>
#> 100                                         No
#> 101                                       <NA>
#> 102                                         No
#> 103                                       <NA>
#> 104                                         No
#> 105                                       <NA>
#> 106                                         No
#> 107                                       <NA>
#> 108                                         No
#> 109                                       <NA>
#> 110                                         No
#> 111                                         No
#> 112                                       <NA>
#> 113                                         No
#> 114                                       <NA>
#> 115                                         No
#> 116                                       <NA>
#> 117                                         No
#> 118                                       <NA>
#> 119                                         No
#> 120                                       <NA>
#> 121                                         No
#> 122                                       <NA>
#> 123                                         No
#> 124                                       <NA>
#> 125                                         No
#> 126                                         No
#> 127                                       <NA>
#> 128                                        Yes
#> 129                                       <NA>
#> 130                                         No
#> 131                                       <NA>
#> 132                                         No
#> 133                                       <NA>
#> 134                                         No
#> 135                                       <NA>
#> 136                                         No
#> 137                                         No
#> 138                                       <NA>
#> 139                                         No
#> 140                                       <NA>
#> 141                                         No
#> 142                                       <NA>
#> 143                                         No
#> 144                                         No
#> 145                                         No
#> 146                                       <NA>
#> 147                                         No
#> 148                                       <NA>
#> 149                                         No
#> 150                                       <NA>
#> 151                                        Yes
#> 152                                       <NA>
#> 153                                         No
#> 154                                       <NA>
#> 155                                         No
#> 156                                       <NA>
#> 157                                         No
#> 158                                       <NA>
#> 159                                        Yes
#> 160                                       <NA>
#> 161                                         No
#> 162                                       <NA>
#> 163                                         No
#> 164                                         No
#> 165                                       <NA>
#> 166                                         No
#> 167                                       <NA>
#> 168                                         No
#> 169                                       <NA>
#> 170                                         No
#> 171                                       <NA>
#> 172                                         No
#> 173                                       <NA>
#> 174                                         No
#> 175                                       <NA>
#> 176                                         No
#> 177                                       <NA>
#> 178                                         No
#> 179                                         No
#> 180                                       <NA>
#> 181                                         No
#> 182                                       <NA>
#> 183                                         No
#> 184                                       <NA>
#> 185                                         No
#> 186                                        Yes
#> 187                                       <NA>
#> 188                                        Yes
#> 189                                       <NA>
#> 190                                         No
#> 191                                         No
#> 192                                       <NA>
#> 193                                         No
#> 194                                       <NA>
#> 195                                         No
#> 196                                       <NA>
#> 197                                         No
#> 198                                       <NA>
#> 199                                         No
#> 200                                       <NA>
#> 201                                        Yes
#> 202                                       <NA>
#> 203                                         No
#> 204                                       <NA>
#> 205                                         No
#> 206                                       <NA>
#> 207                                         No
#> 208                                       <NA>
#> 209                                         No
#> 210                                         No
#> 211                                       <NA>
#> 212                                         No
#> 213                                       <NA>
#> 214                                         No
#> 215                                       <NA>
#> 216                                         No
#> 217                                       <NA>
#> 218                                         No
#> 219                                       <NA>
#> 220                                        Yes
#> 221                                       <NA>
#> 222                                         No
#> 223                                       <NA>
#> 224                                         No
#> 225                                       <NA>
#> 226                                         No
#> 227                                       <NA>
#> 228                                         No
#> 229                                       <NA>
#> 230                                         No
#> 231                                       <NA>
#> 232                                         No
#> 233                                       <NA>
#> 234                                         No
#> 235                                       <NA>
#> 236                                         No
#> 237                                       <NA>
#> 238                                         No
#> 239                                       <NA>
#> 240                                         No
#> 241                                       <NA>
#> 242                                         No
#> 243                                       <NA>
#> 244                                        Yes
#> 245                                       <NA>
#> 246                                         No
#> 247                                       <NA>
#> 248                                         No
#> 249                                       <NA>
#> 250                                         No
#> 251                                       <NA>
#> 252                                         No
#> 253                                       <NA>
#> 254                                         No
#> 255                                       <NA>
#> 256                                         No
#> 257                                       <NA>
#> 258                                         No
#> 259                                       <NA>
#> 260                                         No
#> 261                                       <NA>
#> 262                                         No
#> 263                                       <NA>
#> 264                                         No
#> 265                                       <NA>
#> 266                                         No
#> 267                                       <NA>
#> 268                                        Yes
#> 269                                       <NA>
#> 270                                         No
#> 271                                       <NA>
#> 272                                         No
#> 273                                       <NA>
#> 274                                         No
#> 275                                       <NA>
#> 276                                         No
#> 277                                       <NA>
#> 278                                         No
#> 279                                       <NA>
#> 280                                         No
#> 281                                       <NA>
#> 282                                         No
#> 283                                       <NA>
#> 284                                        Yes
#> 285                                       <NA>
#> 286                                         No
#> 287                                         No
#> 288                                       <NA>
#> 289                                         No
#> 290                                         No
#> 291                                       <NA>
#> 292                                         No
#> 293                                       <NA>
#> 294                                         No
#> 295                                         No
#> 296                                       <NA>
#> 297                                         No
#> 298                                         No
#> 299                                       <NA>
#> 300                                         No
#> 301                                       <NA>
#> 302                                         No
#> 303                                         No
#> 304                                       <NA>
#> 305                                         No
#> 306                                         No
#> 307                                       <NA>
#> 308                                         No
#> 309                                       <NA>
#> 310                                         No
#> 311                                         No
#> 312                                       <NA>
#> 313                                         No
#> 314                                       <NA>
#> 315                                         No
#> 316                                       <NA>
#> 317                                         No
#> 318                                       <NA>
#> 319                                         No
#> 320                                       <NA>
#> 321                                         No
#> 322                                       <NA>
#> 323                                         No
#> 324                                       <NA>
#> 325                                         No
#> 326                                       <NA>
#> 327                                         No
#> 328                                       <NA>
#> 329                                        Yes
#> 330                                       <NA>
#> 331                                         No
#> 332                                       <NA>
#> 333                                         No
#> 334                                       <NA>
#> 335                                        Yes
#> 336                                       <NA>
#> 337                                         No
#> 338                                       <NA>
#> 339                                         No
#> 340                                       <NA>
#> 341                                         No
#> 342                                       <NA>
#>     underlying_disease_hemato_myelofibrosis
#> 1                                        No
#> 2                                      <NA>
#> 3                                        No
#> 4                                      <NA>
#> 5                                        No
#> 6                                      <NA>
#> 7                                        No
#> 8                                      <NA>
#> 9                                        No
#> 10                                     <NA>
#> 11                                       No
#> 12                                     <NA>
#> 13                                       No
#> 14                                     <NA>
#> 15                                       No
#> 16                                     <NA>
#> 17                                       No
#> 18                                     <NA>
#> 19                                       No
#> 20                                     <NA>
#> 21                                       No
#> 22                                     <NA>
#> 23                                       No
#> 24                                     <NA>
#> 25                                       No
#> 26                                     <NA>
#> 27                                       No
#> 28                                     <NA>
#> 29                                       No
#> 30                                     <NA>
#> 31                                       No
#> 32                                     <NA>
#> 33                                       No
#> 34                                     <NA>
#> 35                                       No
#> 36                                       No
#> 37                                     <NA>
#> 38                                       No
#> 39                                     <NA>
#> 40                                       No
#> 41                                     <NA>
#> 42                                       No
#> 43                                     <NA>
#> 44                                       No
#> 45                                     <NA>
#> 46                                       No
#> 47                                     <NA>
#> 48                                       No
#> 49                                     <NA>
#> 50                                       No
#> 51                                     <NA>
#> 52                                       No
#> 53                                     <NA>
#> 54                                       No
#> 55                                     <NA>
#> 56                                       No
#> 57                                     <NA>
#> 58                                       No
#> 59                                     <NA>
#> 60                                       No
#> 61                                     <NA>
#> 62                                       No
#> 63                                     <NA>
#> 64                                       No
#> 65                                       No
#> 66                                       No
#> 67                                       No
#> 68                                     <NA>
#> 69                                       No
#> 70                                       No
#> 71                                       No
#> 72                                       No
#> 73                                       No
#> 74                                       No
#> 75                                       No
#> 76                                       No
#> 77                                       No
#> 78                                       No
#> 79                                       No
#> 80                                       No
#> 81                                       No
#> 82                                       No
#> 83                                       No
#> 84                                       No
#> 85                                       No
#> 86                                       No
#> 87                                     <NA>
#> 88                                       No
#> 89                                     <NA>
#> 90                                       No
#> 91                                     <NA>
#> 92                                       No
#> 93                                     <NA>
#> 94                                       No
#> 95                                     <NA>
#> 96                                       No
#> 97                                     <NA>
#> 98                                       No
#> 99                                     <NA>
#> 100                                      No
#> 101                                    <NA>
#> 102                                      No
#> 103                                    <NA>
#> 104                                      No
#> 105                                    <NA>
#> 106                                      No
#> 107                                    <NA>
#> 108                                      No
#> 109                                    <NA>
#> 110                                      No
#> 111                                      No
#> 112                                    <NA>
#> 113                                      No
#> 114                                    <NA>
#> 115                                      No
#> 116                                    <NA>
#> 117                                      No
#> 118                                    <NA>
#> 119                                      No
#> 120                                    <NA>
#> 121                                      No
#> 122                                    <NA>
#> 123                                      No
#> 124                                    <NA>
#> 125                                      No
#> 126                                      No
#> 127                                    <NA>
#> 128                                      No
#> 129                                    <NA>
#> 130                                      No
#> 131                                    <NA>
#> 132                                      No
#> 133                                    <NA>
#> 134                                      No
#> 135                                    <NA>
#> 136                                      No
#> 137                                      No
#> 138                                    <NA>
#> 139                                      No
#> 140                                    <NA>
#> 141                                      No
#> 142                                    <NA>
#> 143                                      No
#> 144                                      No
#> 145                                      No
#> 146                                    <NA>
#> 147                                      No
#> 148                                    <NA>
#> 149                                      No
#> 150                                    <NA>
#> 151                                      No
#> 152                                    <NA>
#> 153                                      No
#> 154                                    <NA>
#> 155                                      No
#> 156                                    <NA>
#> 157                                      No
#> 158                                    <NA>
#> 159                                      No
#> 160                                    <NA>
#> 161                                      No
#> 162                                    <NA>
#> 163                                      No
#> 164                                      No
#> 165                                    <NA>
#> 166                                      No
#> 167                                    <NA>
#> 168                                      No
#> 169                                    <NA>
#> 170                                      No
#> 171                                    <NA>
#> 172                                      No
#> 173                                    <NA>
#> 174                                      No
#> 175                                    <NA>
#> 176                                      No
#> 177                                    <NA>
#> 178                                      No
#> 179                                      No
#> 180                                    <NA>
#> 181                                      No
#> 182                                    <NA>
#> 183                                      No
#> 184                                    <NA>
#> 185                                      No
#> 186                                      No
#> 187                                    <NA>
#> 188                                      No
#> 189                                    <NA>
#> 190                                      No
#> 191                                      No
#> 192                                    <NA>
#> 193                                      No
#> 194                                    <NA>
#> 195                                      No
#> 196                                    <NA>
#> 197                                      No
#> 198                                    <NA>
#> 199                                      No
#> 200                                    <NA>
#> 201                                      No
#> 202                                    <NA>
#> 203                                      No
#> 204                                    <NA>
#> 205                                      No
#> 206                                    <NA>
#> 207                                      No
#> 208                                    <NA>
#> 209                                      No
#> 210                                      No
#> 211                                    <NA>
#> 212                                      No
#> 213                                    <NA>
#> 214                                      No
#> 215                                    <NA>
#> 216                                      No
#> 217                                    <NA>
#> 218                                      No
#> 219                                    <NA>
#> 220                                      No
#> 221                                    <NA>
#> 222                                      No
#> 223                                    <NA>
#> 224                                      No
#> 225                                    <NA>
#> 226                                      No
#> 227                                    <NA>
#> 228                                      No
#> 229                                    <NA>
#> 230                                      No
#> 231                                    <NA>
#> 232                                      No
#> 233                                    <NA>
#> 234                                      No
#> 235                                    <NA>
#> 236                                      No
#> 237                                    <NA>
#> 238                                      No
#> 239                                    <NA>
#> 240                                      No
#> 241                                    <NA>
#> 242                                      No
#> 243                                    <NA>
#> 244                                      No
#> 245                                    <NA>
#> 246                                      No
#> 247                                    <NA>
#> 248                                      No
#> 249                                    <NA>
#> 250                                      No
#> 251                                    <NA>
#> 252                                      No
#> 253                                    <NA>
#> 254                                      No
#> 255                                    <NA>
#> 256                                      No
#> 257                                    <NA>
#> 258                                      No
#> 259                                    <NA>
#> 260                                      No
#> 261                                    <NA>
#> 262                                      No
#> 263                                    <NA>
#> 264                                      No
#> 265                                    <NA>
#> 266                                      No
#> 267                                    <NA>
#> 268                                      No
#> 269                                    <NA>
#> 270                                      No
#> 271                                    <NA>
#> 272                                      No
#> 273                                    <NA>
#> 274                                      No
#> 275                                    <NA>
#> 276                                      No
#> 277                                    <NA>
#> 278                                      No
#> 279                                    <NA>
#> 280                                      No
#> 281                                    <NA>
#> 282                                      No
#> 283                                    <NA>
#> 284                                      No
#> 285                                    <NA>
#> 286                                      No
#> 287                                      No
#> 288                                    <NA>
#> 289                                      No
#> 290                                      No
#> 291                                    <NA>
#> 292                                      No
#> 293                                    <NA>
#> 294                                      No
#> 295                                      No
#> 296                                    <NA>
#> 297                                      No
#> 298                                      No
#> 299                                    <NA>
#> 300                                      No
#> 301                                    <NA>
#> 302                                      No
#> 303                                      No
#> 304                                    <NA>
#> 305                                      No
#> 306                                      No
#> 307                                    <NA>
#> 308                                      No
#> 309                                    <NA>
#> 310                                      No
#> 311                                      No
#> 312                                    <NA>
#> 313                                      No
#> 314                                    <NA>
#> 315                                      No
#> 316                                    <NA>
#> 317                                      No
#> 318                                    <NA>
#> 319                                      No
#> 320                                    <NA>
#> 321                                      No
#> 322                                    <NA>
#> 323                                      No
#> 324                                    <NA>
#> 325                                      No
#> 326                                    <NA>
#> 327                                      No
#> 328                                    <NA>
#> 329                                      No
#> 330                                    <NA>
#> 331                                      No
#> 332                                    <NA>
#> 333                                      No
#> 334                                    <NA>
#> 335                                      No
#> 336                                    <NA>
#> 337                                      No
#> 338                                    <NA>
#> 339                                      No
#> 340                                    <NA>
#> 341                                      No
#> 342                                    <NA>
#>     underlying_disease_hemato_aplastic_anaemia urine_culture
#> 1                                           No      Not done
#> 2                                         <NA>          <NA>
#> 3                                           No          <NA>
#> 4                                         <NA>          <NA>
#> 5                                           No          <NA>
#> 6                                         <NA>          <NA>
#> 7                                           No          <NA>
#> 8                                         <NA>          <NA>
#> 9                                           No          <NA>
#> 10                                        <NA>          <NA>
#> 11                                          No          <NA>
#> 12                                        <NA>          <NA>
#> 13                                          No          Done
#> 14                                        <NA>          <NA>
#> 15                                          No          Done
#> 16                                        <NA>          <NA>
#> 17                                          No          Done
#> 18                                        <NA>          <NA>
#> 19                                          No          Done
#> 20                                        <NA>          <NA>
#> 21                                          No      Not done
#> 22                                        <NA>          <NA>
#> 23                                          No          Done
#> 24                                        <NA>          <NA>
#> 25                                          No      Not done
#> 26                                        <NA>          <NA>
#> 27                                          No      Not done
#> 28                                        <NA>          <NA>
#> 29                                          No      Not done
#> 30                                        <NA>          <NA>
#> 31                                          No      Not done
#> 32                                        <NA>          <NA>
#> 33                                          No          Done
#> 34                                        <NA>          <NA>
#> 35                                          No          Done
#> 36                                          No          Done
#> 37                                        <NA>          <NA>
#> 38                                          No      Not done
#> 39                                        <NA>          <NA>
#> 40                                          No      Not done
#> 41                                        <NA>          <NA>
#> 42                                          No      Not done
#> 43                                        <NA>          <NA>
#> 44                                          No      Not done
#> 45                                        <NA>          <NA>
#> 46                                          No      Not done
#> 47                                        <NA>          <NA>
#> 48                                          No      Not done
#> 49                                        <NA>          <NA>
#> 50                                          No          Done
#> 51                                        <NA>          <NA>
#> 52                                          No      Not done
#> 53                                        <NA>          <NA>
#> 54                                          No      Not done
#> 55                                        <NA>          <NA>
#> 56                                          No      Not done
#> 57                                        <NA>          <NA>
#> 58                                          No      Not done
#> 59                                        <NA>          <NA>
#> 60                                          No      Not done
#> 61                                        <NA>          <NA>
#> 62                                          No          Done
#> 63                                        <NA>          <NA>
#> 64                                          No          Done
#> 65                                          No      Not done
#> 66                                          No      Not done
#> 67                                          No      Not done
#> 68                                        <NA>          <NA>
#> 69                                          No      Not done
#> 70                                          No          <NA>
#> 71                                          No          <NA>
#> 72                                          No          <NA>
#> 73                                          No          <NA>
#> 74                                          No          <NA>
#> 75                                          No          <NA>
#> 76                                          No          <NA>
#> 77                                          No      Not done
#> 78                                          No          <NA>
#> 79                                          No      Not done
#> 80                                          No          <NA>
#> 81                                          No      Not done
#> 82                                          No      Not done
#> 83                                          No          <NA>
#> 84                                          No          <NA>
#> 85                                          No          Done
#> 86                                          No      Not done
#> 87                                        <NA>          <NA>
#> 88                                          No          <NA>
#> 89                                        <NA>          <NA>
#> 90                                          No      Not done
#> 91                                        <NA>          <NA>
#> 92                                          No      Not done
#> 93                                        <NA>          <NA>
#> 94                                          No      Not done
#> 95                                        <NA>          <NA>
#> 96                                          No      Not done
#> 97                                        <NA>          <NA>
#> 98                                          No      Not done
#> 99                                        <NA>          <NA>
#> 100                                         No          Done
#> 101                                       <NA>          <NA>
#> 102                                         No      Not done
#> 103                                       <NA>          <NA>
#> 104                                         No          <NA>
#> 105                                       <NA>          <NA>
#> 106                                         No          <NA>
#> 107                                       <NA>          <NA>
#> 108                                         No          <NA>
#> 109                                       <NA>          <NA>
#> 110                                         No          <NA>
#> 111                                         No          <NA>
#> 112                                       <NA>          <NA>
#> 113                                         No      Not done
#> 114                                       <NA>          <NA>
#> 115                                         No      Not done
#> 116                                       <NA>          <NA>
#> 117                                         No      Not done
#> 118                                       <NA>          <NA>
#> 119                                         No          <NA>
#> 120                                       <NA>          <NA>
#> 121                                         No      Not done
#> 122                                       <NA>          <NA>
#> 123                                         No          Done
#> 124                                       <NA>          <NA>
#> 125                                         No          <NA>
#> 126                                         No          <NA>
#> 127                                       <NA>          <NA>
#> 128                                         No          Done
#> 129                                       <NA>          <NA>
#> 130                                         No      Not done
#> 131                                       <NA>          <NA>
#> 132                                         No      Not done
#> 133                                       <NA>          <NA>
#> 134                                         No      Not done
#> 135                                       <NA>          <NA>
#> 136                                         No      Not done
#> 137                                         No      Not done
#> 138                                       <NA>          <NA>
#> 139                                         No      Not done
#> 140                                       <NA>          <NA>
#> 141                                         No      Not done
#> 142                                       <NA>          <NA>
#> 143                                         No      Not done
#> 144                                         No      Not done
#> 145                                         No      Not done
#> 146                                       <NA>          <NA>
#> 147                                         No      Not done
#> 148                                       <NA>          <NA>
#> 149                                         No          <NA>
#> 150                                       <NA>          <NA>
#> 151                                         No      Not done
#> 152                                       <NA>          <NA>
#> 153                                         No      Not done
#> 154                                       <NA>          <NA>
#> 155                                         No          Done
#> 156                                       <NA>          <NA>
#> 157                                         No      Not done
#> 158                                       <NA>          <NA>
#> 159                                         No      Not done
#> 160                                       <NA>          <NA>
#> 161                                         No      Not done
#> 162                                       <NA>          <NA>
#> 163                                         No      Not done
#> 164                                         No      Not done
#> 165                                       <NA>          <NA>
#> 166                                         No      Not done
#> 167                                       <NA>          <NA>
#> 168                                         No      Not done
#> 169                                       <NA>          <NA>
#> 170                                         No      Not done
#> 171                                       <NA>          <NA>
#> 172                                         No      Not done
#> 173                                       <NA>          <NA>
#> 174                                         No          Done
#> 175                                       <NA>          <NA>
#> 176                                         No          Done
#> 177                                       <NA>          <NA>
#> 178                                         No          Done
#> 179                                         No          Done
#> 180                                       <NA>          <NA>
#> 181                                         No          Done
#> 182                                       <NA>          <NA>
#> 183                                         No          Done
#> 184                                       <NA>          <NA>
#> 185                                         No          Done
#> 186                                         No          Done
#> 187                                       <NA>          <NA>
#> 188                                         No          Done
#> 189                                       <NA>          <NA>
#> 190                                         No          Done
#> 191                                         No          Done
#> 192                                       <NA>          <NA>
#> 193                                         No          Done
#> 194                                       <NA>          <NA>
#> 195                                         No          Done
#> 196                                       <NA>          <NA>
#> 197                                         No      Not done
#> 198                                       <NA>          <NA>
#> 199                                         No          Done
#> 200                                       <NA>          <NA>
#> 201                                         No      Not done
#> 202                                       <NA>          <NA>
#> 203                                         No      Not done
#> 204                                       <NA>          <NA>
#> 205                                         No      Not done
#> 206                                       <NA>          <NA>
#> 207                                         No      Not done
#> 208                                       <NA>          <NA>
#> 209                                         No      Not done
#> 210                                         No      Not done
#> 211                                       <NA>          <NA>
#> 212                                         No      Not done
#> 213                                       <NA>          <NA>
#> 214                                         No      Not done
#> 215                                       <NA>          <NA>
#> 216                                         No      Not done
#> 217                                       <NA>          <NA>
#> 218                                         No      Not done
#> 219                                       <NA>          <NA>
#> 220                                         No      Not done
#> 221                                       <NA>          <NA>
#> 222                                         No      Not done
#> 223                                       <NA>          <NA>
#> 224                                         No      Not done
#> 225                                       <NA>          <NA>
#> 226                                         No      Not done
#> 227                                       <NA>          <NA>
#> 228                                         No          <NA>
#> 229                                       <NA>          <NA>
#> 230                                         No      Not done
#> 231                                       <NA>          <NA>
#> 232                                         No          Done
#> 233                                       <NA>          <NA>
#> 234                                         No          Done
#> 235                                       <NA>          <NA>
#> 236                                         No      Not done
#> 237                                       <NA>          <NA>
#> 238                                         No          Done
#> 239                                       <NA>          <NA>
#> 240                                         No          Done
#> 241                                       <NA>          <NA>
#> 242                                         No          Done
#> 243                                       <NA>          <NA>
#> 244                                         No      Not done
#> 245                                       <NA>          <NA>
#> 246                                         No          Done
#> 247                                       <NA>          <NA>
#> 248                                         No      Not done
#> 249                                       <NA>          <NA>
#> 250                                         No      Not done
#> 251                                       <NA>          <NA>
#> 252                                         No          Done
#> 253                                       <NA>          <NA>
#> 254                                         No          Done
#> 255                                       <NA>          <NA>
#> 256                                         No          Done
#> 257                                       <NA>          <NA>
#> 258                                         No          Done
#> 259                                       <NA>          <NA>
#> 260                                         No      Not done
#> 261                                       <NA>          <NA>
#> 262                                         No          Done
#> 263                                       <NA>          <NA>
#> 264                                         No      Not done
#> 265                                       <NA>          <NA>
#> 266                                         No      Not done
#> 267                                       <NA>          <NA>
#> 268                                         No      Not done
#> 269                                       <NA>          <NA>
#> 270                                         No          Done
#> 271                                       <NA>          <NA>
#> 272                                         No          Done
#> 273                                       <NA>          <NA>
#> 274                                         No      Not done
#> 275                                       <NA>          <NA>
#> 276                                         No          Done
#> 277                                       <NA>          <NA>
#> 278                                         No      Not done
#> 279                                       <NA>          <NA>
#> 280                                         No      Not done
#> 281                                       <NA>          <NA>
#> 282                                         No      Not done
#> 283                                       <NA>          <NA>
#> 284                                         No      Not done
#> 285                                       <NA>          <NA>
#> 286                                         No          <NA>
#> 287                                         No      Not done
#> 288                                       <NA>          <NA>
#> 289                                         No          <NA>
#> 290                                         No      Not done
#> 291                                       <NA>          <NA>
#> 292                                         No          <NA>
#> 293                                       <NA>          <NA>
#> 294                                         No          Done
#> 295                                         No      Not done
#> 296                                       <NA>          <NA>
#> 297                                         No      Not done
#> 298                                         No      Not done
#> 299                                       <NA>          <NA>
#> 300                                         No      Not done
#> 301                                       <NA>          <NA>
#> 302                                         No      Not done
#> 303                                         No          Done
#> 304                                       <NA>          <NA>
#> 305                                         No      Not done
#> 306                                         No      Not done
#> 307                                       <NA>          <NA>
#> 308                                         No          Done
#> 309                                       <NA>          <NA>
#> 310                                         No      Not done
#> 311                                         No      Not done
#> 312                                       <NA>          <NA>
#> 313                                         No          <NA>
#> 314                                       <NA>          <NA>
#> 315                                         No          Done
#> 316                                       <NA>          <NA>
#> 317                                         No      Not done
#> 318                                       <NA>          <NA>
#> 319                                         No      Not done
#> 320                                       <NA>          <NA>
#> 321                                         No          Done
#> 322                                       <NA>          <NA>
#> 323                                         No          <NA>
#> 324                                       <NA>          <NA>
#> 325                                         No      Not done
#> 326                                       <NA>          <NA>
#> 327                                         No          Done
#> 328                                       <NA>          <NA>
#> 329                                         No      Not done
#> 330                                       <NA>          <NA>
#> 331                                         No      Not done
#> 332                                       <NA>          <NA>
#> 333                                         No          Done
#> 334                                       <NA>          <NA>
#> 335                                         No          <NA>
#> 336                                       <NA>          <NA>
#> 337                                         No          <NA>
#> 338                                       <NA>          <NA>
#> 339                                         No      Not done
#> 340                                       <NA>          <NA>
#> 341                                         No      Not done
#> 342                                       <NA>          <NA>
#> 
#> $dictionary
#>                                                 field_name
#> 1                                                record_id
#> 2                                                    inc_1
#> 3                                                    inc_2
#> 4                                                    inc_3
#> 5                                                    exc_1
#> 6                                      screening_fail_crit
#> 7                                              d_admission
#> 8                                                  d_birth
#> 9                                                      age
#> 10                                                      dm
#> 11                                                 type_dm
#> 12                                                    copd
#> 13                                              leuk_lymph
#> 14                                              acute_leuk
#> 15           type_underlying_disease_haematological_cancer
#> 16                    type_underlying_disease_solid_tumour
#> 17        underlying_disease_hemato_acute_myeloid_leukemia
#> 18      underlying_disease_hemato_myelodysplastic_syndrome
#> 19     underlying_disease_hemato_chronic_myeloid_leukaemia
#> 20 underlying_disease_hemato_acute_lymphoblastic_leukaemia
#> 21              underlying_disease_hemato_hodgkin_lymphoma
#> 22          underlying_disease_hemato_non_hodgkin_lymphoma
#> 23              underlying_disease_hemato_multiple_myeloma
#> 24                 underlying_disease_hemato_myelofibrosis
#> 25              underlying_disease_hemato_aplastic_anaemia
#> 26                                                    fio2
#> 27                                               resp_rate
#> 28                                     available_analytics
#> 29                                               potassium
#> 30                                           urine_culture
#> 31                              screening_fail_crit_recalc
#> 32                                              age_recalc
#>                      form_name                               section_header
#> 1  inclusionexclusion_criteria                                             
#> 2  inclusionexclusion_criteria <center><h6>Inclusion criteria</center></h6>
#> 3  inclusionexclusion_criteria                                             
#> 4  inclusionexclusion_criteria                                             
#> 5  inclusionexclusion_criteria <center><h6>Exclusion criteria</center></h6>
#> 6  inclusionexclusion_criteria                                             
#> 7                 demographics                                             
#> 8                 demographics                                             
#> 9                 demographics                                             
#> 10               comorbidities              <center>CHARLSON INDEX</center>
#> 11               comorbidities                                             
#> 12               comorbidities                                             
#> 13               comorbidities                                             
#> 14               comorbidities                                             
#> 15                      cancer                                             
#> 16                      cancer                                             
#> 17                      cancer       <center>Haematological cancer</center>
#> 18                      cancer       <center>Haematological cancer</center>
#> 19                      cancer       <center>Haematological cancer</center>
#> 20                      cancer       <center>Haematological cancer</center>
#> 21                      cancer       <center>Haematological cancer</center>
#> 22                      cancer       <center>Haematological cancer</center>
#> 23                      cancer       <center>Haematological cancer</center>
#> 24                      cancer       <center>Haematological cancer</center>
#> 25                      cancer       <center>Haematological cancer</center>
#> 26                 vital_signs                                             
#> 27                 vital_signs                                             
#> 28         laboratory_findings                                             
#> 29         laboratory_findings                                             
#> 30     microbiological_studies                                             
#> 31 inclusionexclusion_criteria                                             
#> 32                demographics                                             
#>    field_type
#> 1        text
#> 2       radio
#> 3       radio
#> 4       radio
#> 5       radio
#> 6        calc
#> 7        text
#> 8        text
#> 9        calc
#> 10      radio
#> 11      radio
#> 12      radio
#> 13      radio
#> 14      radio
#> 15   checkbox
#> 16   checkbox
#> 17   checkbox
#> 18   checkbox
#> 19   checkbox
#> 20   checkbox
#> 21   checkbox
#> 22   checkbox
#> 23   checkbox
#> 24   checkbox
#> 25   checkbox
#> 26       text
#> 27       text
#> 28      radio
#> 29       text
#> 30      radio
#> 31       calc
#> 32       calc
#>                                                                                                                                                                        field_label
#> 1                                                                                                                                                                        Record ID
#> 2                                                                                                                                                     Patients older than 18 years
#> 3                                                                                                                                                                  Cancer patients
#> 4  Diagnosed of COVID-19 (Clinical respiratory infection (fever, cough and/or dyspnoea), diarrhea, vomiting or other symptoms; and presence of a positive detection of SARS-CoV-2)
#> 5                                                                                                                                                   Solid tumour remission >1 year
#> 6                                                                                                   Screening failure por incumplimiento de los criterios de inclusion y exclusión
#> 7                                                                                                                                                              Date of first visit
#> 8                                                                                                                                                                    Date of birth
#> 9                                                                                                                                                                              Age
#> 10                                                                                                                      Diabetes (treated with insulin or antidiabetic oral drugs)
#> 11                                                                                                                                                                Type of diabetes
#> 12                                                                                                                                           Chronic obstructive pulmonary disease
#> 13                                                                                                                                         Leukaemia or Lymphoma (include myeloma)
#> 14                                                                                                                                                                 Acute leukaemia
#> 15                                                                                                                                                           Haematological cancer
#> 16                                                                                                                                                                    Solid tumour
#> 17                                                                                                                                                          Acute myeloid leukemia
#> 18                                                                                                                                                        Myelodysplastic syndrome
#> 19                                                                                                                                                       Chronic myeloid leukaemia
#> 20                                                                                                                                                   Acute lymphoblastic leukaemia
#> 21                                                                                                                                                                Hodgkin lymphoma
#> 22                                                                                                                                                             NonHodgkin lymphoma
#> 23                                                                                                                                                                Multiple myeloma
#> 24                                                                                                                                                                   Myelofibrosis
#> 25                                                                                                                                                                Aplastic anaemia
#> 26                                                                                                                                                                            FiO2
#> 27                                                                                                                                                                Respiratory rate
#> 28                                                                                                                                                 Blood test available? (+/- 72h)
#> 29                                                                                                                                                                      Potassium 
#> 30                                                                                                                                                                   Urine culture
#> 31                                                                                    Screening failure por incumplimiento de los criterios de inclusion y exclusión (Recalculate)
#> 32                                                                                                                                                               Age (Recalculate)
#>                                                                      choices_calculations_or_slider_labels
#> 1                                                                                                         
#> 2                                                                                           0, No | 1, Yes
#> 3                                                                                           0, No | 1, Yes
#> 4                                                                                           0, No | 1, Yes
#> 5                                                                                           0, No | 1, Yes
#> 6                                         if([exc_1]='1' or [inc_1]='0' or [inc_2]='0' or [inc_3]='0',1,0)
#> 7                                                                                                         
#> 8                                                                                                         
#> 9                                                 rounddown(datediff([d_birth],[d_admission],"y","dmy"),0)
#> 10                                                                                          0, No | 1, Yes
#> 11 1, No complications | 2, End-organ diabetes-related disease (neuropathy, nefropathy, retinopathy, etc.)
#> 12                                                                                          0, No | 1, Yes
#> 13                                                                                          0, No | 2, Yes
#> 14                                                                                          0, No | 1, Yes
#> 15                                                                                          0, No | 1, Yes
#> 16                                                                                          0, No | 1, Yes
#> 17                                                                                          0, No | 1, Yes
#> 18                                                                                          0, No | 1, Yes
#> 19                                                                                          0, No | 1, Yes
#> 20                                                                                          0, No | 1, Yes
#> 21                                                                                          0, No | 1, Yes
#> 22                                                                                          0, No | 1, Yes
#> 23                                                                                          0, No | 1, Yes
#> 24                                                                                          0, No | 1, Yes
#> 25                                                                                          0, No | 1, Yes
#> 26                                                                                                        
#> 27                                                                                                        
#> 28                                                                                          0, No | 1, Yes
#> 29                                                                                                        
#> 30                                                                                   0, Not done | 1, Done
#> 31                                        if([exc_1]='1' or [inc_1]='0' or [inc_2]='0' or [inc_3]='0',1,0)
#> 32                                                rounddown(datediff([d_birth],[d_admission],"y","dmy"),0)
#>    field_note text_validation_type_or_show_slider_number text_validation_min
#> 1                                                                           
#> 2                                                                           
#> 3                                                                           
#> 4                                                                           
#> 5                                                                           
#> 6                                                                           
#> 7                                               date_dmy                    
#> 8                                               date_dmy                    
#> 9                                                                           
#> 10                                                                          
#> 11                                                                          
#> 12                                                                          
#> 13                                                                          
#> 14                                                                          
#> 15                                                                          
#> 16                                                                          
#> 17                                                                          
#> 18                                                                          
#> 19                                                                          
#> 20                                                                          
#> 21                                                                          
#> 22                                                                          
#> 23                                                                          
#> 24                                                                          
#> 25                                                                          
#> 26          %                                     number                  21
#> 27        bpm                                    integer                   4
#> 28                                                                          
#> 29     mmol/L                                     number                   1
#> 30                                                                          
#> 31                                                                          
#> 32                                                                          
#>    text_validation_max identifier
#> 1                                
#> 2                                
#> 3                                
#> 4                                
#> 5                                
#> 6                                
#> 7                                
#> 8                                
#> 9                                
#> 10                               
#> 11                               
#> 12                               
#> 13                               
#> 14                               
#> 15                               
#> 16                               
#> 17                               
#> 18                               
#> 19                               
#> 20                               
#> 21                               
#> 22                               
#> 23                               
#> 24                               
#> 25                               
#> 26                 100           
#> 27                  65           
#> 28                               
#> 29                  14           
#> 30                               
#> 31                               
#> 32                               
#>                           branching_logic_show_field_only_if required_field
#> 1                                                                          
#> 2                                                                          
#> 3                                                                          
#> 4                                                                          
#> 5                                                                          
#> 6                                                                          
#> 7                                                                          
#> 8                                                                          
#> 9                                                                          
#> 10                                                                         
#> 11                                            data$dm=='Yes'               
#> 12                                                                         
#> 13                                                                         
#> 14                                    data$leuk_lymph=='Yes'               
#> 15                                                                         
#> 16                                                                         
#> 17 data$type_underlying_disease_haematological_cancer=='Yes'               
#> 18 data$type_underlying_disease_haematological_cancer=='Yes'               
#> 19 data$type_underlying_disease_haematological_cancer=='Yes'               
#> 20 data$type_underlying_disease_haematological_cancer=='Yes'               
#> 21 data$type_underlying_disease_haematological_cancer=='Yes'               
#> 22 data$type_underlying_disease_haematological_cancer=='Yes'               
#> 23 data$type_underlying_disease_haematological_cancer=='Yes'               
#> 24 data$type_underlying_disease_haematological_cancer=='Yes'               
#> 25 data$type_underlying_disease_haematological_cancer=='Yes'               
#> 26                                                                         
#> 27            data$redcap_event_name=='baseline_visit_arm_1'               
#> 28        data$redcap_event_name!='ongoing_data_colle_arm_1'               
#> 29                           data$available_analytics=='Yes'               
#> 30            data$redcap_event_name=='baseline_visit_arm_1'               
#> 31                                                                         
#> 32                                                                         
#>    custom_alignment question_number_surveys_only matrix_group_name
#> 1                                                                 
#> 2                                                        inclusion
#> 3                                                        inclusion
#> 4                                                        inclusion
#> 5                                                              exc
#> 6                                                                 
#> 7                                                                 
#> 8                                                                 
#> 9                                                                 
#> 10                                                                
#> 11                                                                
#> 12                                                                
#> 13                                                                
#> 14                                                                
#> 15                                                                
#> 16                                                                
#> 17                                                                
#> 18                                                                
#> 19                                                                
#> 20                                                                
#> 21                                                                
#> 22                                                                
#> 23                                                                
#> 24                                                                
#> 25                                                                
#> 26                                                                
#> 27                                                                
#> 28                                                                
#> 29                                                                
#> 30                                                                
#> 31                                                                
#> 32                                                                
#>    matrix_ranking field_annotation
#> 1                                 
#> 2                                 
#> 3                                 
#> 4                                 
#> 5                                 
#> 6                          @HIDDEN
#> 7                                 
#> 8                                 
#> 9                                 
#> 10                                
#> 11                                
#> 12                                
#> 13                                
#> 14                                
#> 15                                
#> 16                                
#> 17                                
#> 18                                
#> 19                                
#> 20                                
#> 21                                
#> 22                                
#> 23                                
#> 24                                
#> 25                                
#> 26                                
#> 27                                
#> 28                                
#> 29                                
#> 30                                
#> 31                         @HIDDEN
#> 32                                
#> 
#> $event_form
#>   arm_num        unique_event_name                        form
#> 1       1     baseline_visit_arm_1 inclusionexclusion_criteria
#> 2       1     baseline_visit_arm_1                demographics
#> 3       1     baseline_visit_arm_1               comorbidities
#> 4       1     baseline_visit_arm_1                      cancer
#> 5       1     baseline_visit_arm_1                 vital_signs
#> 6       1     baseline_visit_arm_1         laboratory_findings
#> 7       1     baseline_visit_arm_1     microbiological_studies
#> 8       1 follow_up_visit_da_arm_1                 vital_signs
#> 9       1 follow_up_visit_da_arm_1         laboratory_findings
#> 
#> $results
#> 1. Removing selected variables
#> 
#> 2. Deleting variables that contain some patterns
#> 
#> 3. Recalculating calculated fields and saving them as '[field_name]_recalc'
#> | Total calculated fields | Non-transcribed fields | Recalculated different fields |
#> |:-----------------------:|:----------------------:|:-----------------------------:|
#> |            2            |         0 (0%)         |            1 (50%)            |
#> 
#> 
#> |     field_name      | Transcribed? | Is equal? |
#> |:-------------------:|:------------:|:---------:|
#> |         age         |     Yes      |   FALSE   |
#> | screening_fail_crit |     Yes      |   TRUE    |
#> 
#> 4. Transforming checkboxes: changing their values to No/Yes and changing their names to the names of its options. For checkboxes that have a branching logic, when the logic is missing their values will be set to missing
#> 
#> Table: Checkbox variables advisable to be reviewed
#> 
#> | Variables without any branching logic |
#> |:-------------------------------------:|
#> |        type_underlying_disease        |
#> 
#> 5. Replacing original variables for their factor version
#> 
#> 6. Converting every branching logic in the dictionary into R logic
#> 

# For customization of checkbox labels (example)
rd_transform(covican,
             checkbox_labels = c("Not present", "Present"))
#> Transformation in progress...
#> $data
#>     record_id        redcap_event_name    redcap_event_name.factor
#> 1       100-6     baseline_visit_arm_1              Baseline visit
#> 2       100-6 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 3      100-13     baseline_visit_arm_1              Baseline visit
#> 4      100-13 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 5      100-16     baseline_visit_arm_1              Baseline visit
#> 6      100-16 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 7      100-31     baseline_visit_arm_1              Baseline visit
#> 8      100-31 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 9      100-34     baseline_visit_arm_1              Baseline visit
#> 10     100-34 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 11     100-36     baseline_visit_arm_1              Baseline visit
#> 12     100-36 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 13     100-52     baseline_visit_arm_1              Baseline visit
#> 14     100-52 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 15     100-58     baseline_visit_arm_1              Baseline visit
#> 16     100-58 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 17     100-65     baseline_visit_arm_1              Baseline visit
#> 18     100-65 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 19     100-66     baseline_visit_arm_1              Baseline visit
#> 20     100-66 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 21     100-72     baseline_visit_arm_1              Baseline visit
#> 22     100-72 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 23     100-82     baseline_visit_arm_1              Baseline visit
#> 24     100-82 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 25      101-8     baseline_visit_arm_1              Baseline visit
#> 26      101-8 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 27     101-13     baseline_visit_arm_1              Baseline visit
#> 28     101-13 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 29     101-16     baseline_visit_arm_1              Baseline visit
#> 30     101-16 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 31     101-19     baseline_visit_arm_1              Baseline visit
#> 32     101-19 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 33     101-22     baseline_visit_arm_1              Baseline visit
#> 34     101-22 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 35     101-36     baseline_visit_arm_1              Baseline visit
#> 36     101-45     baseline_visit_arm_1              Baseline visit
#> 37     101-45 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 38     101-48     baseline_visit_arm_1              Baseline visit
#> 39     101-48 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 40     101-59     baseline_visit_arm_1              Baseline visit
#> 41     101-59 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 42     101-70     baseline_visit_arm_1              Baseline visit
#> 43     101-70 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 44     101-74     baseline_visit_arm_1              Baseline visit
#> 45     101-74 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 46     101-75     baseline_visit_arm_1              Baseline visit
#> 47     101-75 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 48     101-78     baseline_visit_arm_1              Baseline visit
#> 49     101-78 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 50     101-83     baseline_visit_arm_1              Baseline visit
#> 51     101-83 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 52     101-85     baseline_visit_arm_1              Baseline visit
#> 53     101-85 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 54     101-86     baseline_visit_arm_1              Baseline visit
#> 55     101-86 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 56     101-88     baseline_visit_arm_1              Baseline visit
#> 57     101-88 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 58     101-93     baseline_visit_arm_1              Baseline visit
#> 59     101-93 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 60     101-96     baseline_visit_arm_1              Baseline visit
#> 61     101-96 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 62     101-98     baseline_visit_arm_1              Baseline visit
#> 63     101-98 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 64      102-6     baseline_visit_arm_1              Baseline visit
#> 65     102-10     baseline_visit_arm_1              Baseline visit
#> 66     102-13     baseline_visit_arm_1              Baseline visit
#> 67     102-15     baseline_visit_arm_1              Baseline visit
#> 68     102-15 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 69     102-23     baseline_visit_arm_1              Baseline visit
#> 70     102-27     baseline_visit_arm_1              Baseline visit
#> 71     102-30     baseline_visit_arm_1              Baseline visit
#> 72     102-39     baseline_visit_arm_1              Baseline visit
#> 73     102-48     baseline_visit_arm_1              Baseline visit
#> 74     102-60     baseline_visit_arm_1              Baseline visit
#> 75     102-64     baseline_visit_arm_1              Baseline visit
#> 76     102-73     baseline_visit_arm_1              Baseline visit
#> 77     102-74     baseline_visit_arm_1              Baseline visit
#> 78     102-75     baseline_visit_arm_1              Baseline visit
#> 79     102-83     baseline_visit_arm_1              Baseline visit
#> 80     102-84     baseline_visit_arm_1              Baseline visit
#> 81    102-103     baseline_visit_arm_1              Baseline visit
#> 82    102-104     baseline_visit_arm_1              Baseline visit
#> 83    102-113     baseline_visit_arm_1              Baseline visit
#> 84    102-127     baseline_visit_arm_1              Baseline visit
#> 85    102-134     baseline_visit_arm_1              Baseline visit
#> 86      103-6     baseline_visit_arm_1              Baseline visit
#> 87      103-6 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 88      103-9     baseline_visit_arm_1              Baseline visit
#> 89      103-9 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 90     103-10     baseline_visit_arm_1              Baseline visit
#> 91     103-10 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 92     103-14     baseline_visit_arm_1              Baseline visit
#> 93     103-14 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 94     103-16     baseline_visit_arm_1              Baseline visit
#> 95     103-16 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 96     103-17     baseline_visit_arm_1              Baseline visit
#> 97     103-17 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 98     103-19     baseline_visit_arm_1              Baseline visit
#> 99     103-19 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 100     104-8     baseline_visit_arm_1              Baseline visit
#> 101     104-8 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 102    104-12     baseline_visit_arm_1              Baseline visit
#> 103    104-12 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 104    104-13     baseline_visit_arm_1              Baseline visit
#> 105    104-13 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 106     105-8     baseline_visit_arm_1              Baseline visit
#> 107     105-8 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 108     105-9     baseline_visit_arm_1              Baseline visit
#> 109     105-9 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 110    105-11     baseline_visit_arm_1              Baseline visit
#> 111    105-13     baseline_visit_arm_1              Baseline visit
#> 112    105-13 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 113    105-19     baseline_visit_arm_1              Baseline visit
#> 114    105-19 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 115    105-21     baseline_visit_arm_1              Baseline visit
#> 116    105-21 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 117    105-22     baseline_visit_arm_1              Baseline visit
#> 118    105-22 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 119    105-30     baseline_visit_arm_1              Baseline visit
#> 120    105-30 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 121    105-46     baseline_visit_arm_1              Baseline visit
#> 122    105-46 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 123    105-52     baseline_visit_arm_1              Baseline visit
#> 124    105-52 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 125    105-56     baseline_visit_arm_1              Baseline visit
#> 126    105-58     baseline_visit_arm_1              Baseline visit
#> 127    105-58 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 128    105-78     baseline_visit_arm_1              Baseline visit
#> 129    105-78 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 130    105-85     baseline_visit_arm_1              Baseline visit
#> 131    105-85 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 132     106-8     baseline_visit_arm_1              Baseline visit
#> 133     106-8 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 134     106-9     baseline_visit_arm_1              Baseline visit
#> 135     106-9 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 136    106-15     baseline_visit_arm_1              Baseline visit
#> 137    106-18     baseline_visit_arm_1              Baseline visit
#> 138    106-18 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 139    106-22     baseline_visit_arm_1              Baseline visit
#> 140    106-22 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 141    106-27     baseline_visit_arm_1              Baseline visit
#> 142    106-27 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 143    106-29     baseline_visit_arm_1              Baseline visit
#> 144    106-32     baseline_visit_arm_1              Baseline visit
#> 145    106-33     baseline_visit_arm_1              Baseline visit
#> 146    106-33 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 147    107-11     baseline_visit_arm_1              Baseline visit
#> 148    107-11 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 149     108-8     baseline_visit_arm_1              Baseline visit
#> 150     108-8 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 151    108-13     baseline_visit_arm_1              Baseline visit
#> 152    108-13 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 153    108-16     baseline_visit_arm_1              Baseline visit
#> 154    108-16 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 155    108-17     baseline_visit_arm_1              Baseline visit
#> 156    108-17 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 157    108-19     baseline_visit_arm_1              Baseline visit
#> 158    108-19 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 159    108-23     baseline_visit_arm_1              Baseline visit
#> 160    108-23 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 161    108-28     baseline_visit_arm_1              Baseline visit
#> 162    108-28 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 163    108-29     baseline_visit_arm_1              Baseline visit
#> 164    108-30     baseline_visit_arm_1              Baseline visit
#> 165    108-30 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 166    108-35     baseline_visit_arm_1              Baseline visit
#> 167    108-35 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 168    108-44     baseline_visit_arm_1              Baseline visit
#> 169    108-44 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 170    108-45     baseline_visit_arm_1              Baseline visit
#> 171    108-45 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 172    108-56     baseline_visit_arm_1              Baseline visit
#> 173    108-56 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 174    108-63     baseline_visit_arm_1              Baseline visit
#> 175    108-63 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 176     109-8     baseline_visit_arm_1              Baseline visit
#> 177     109-8 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 178    109-10     baseline_visit_arm_1              Baseline visit
#> 179    109-11     baseline_visit_arm_1              Baseline visit
#> 180    109-11 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 181    109-19     baseline_visit_arm_1              Baseline visit
#> 182    109-19 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 183    109-21     baseline_visit_arm_1              Baseline visit
#> 184    109-21 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 185    109-22     baseline_visit_arm_1              Baseline visit
#> 186    109-32     baseline_visit_arm_1              Baseline visit
#> 187    109-32 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 188    109-33     baseline_visit_arm_1              Baseline visit
#> 189    109-33 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 190    109-34     baseline_visit_arm_1              Baseline visit
#> 191    109-35     baseline_visit_arm_1              Baseline visit
#> 192    109-35 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 193    109-37     baseline_visit_arm_1              Baseline visit
#> 194    109-37 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 195    109-38     baseline_visit_arm_1              Baseline visit
#> 196    109-38 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 197     110-6     baseline_visit_arm_1              Baseline visit
#> 198     110-6 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 199    110-19     baseline_visit_arm_1              Baseline visit
#> 200    110-19 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 201     111-7     baseline_visit_arm_1              Baseline visit
#> 202     111-7 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 203     111-8     baseline_visit_arm_1              Baseline visit
#> 204     111-8 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 205    111-10     baseline_visit_arm_1              Baseline visit
#> 206    111-10 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 207     112-6     baseline_visit_arm_1              Baseline visit
#> 208     112-6 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 209     112-7     baseline_visit_arm_1              Baseline visit
#> 210    112-10     baseline_visit_arm_1              Baseline visit
#> 211    112-10 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 212    112-11     baseline_visit_arm_1              Baseline visit
#> 213    112-11 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 214    112-12     baseline_visit_arm_1              Baseline visit
#> 215    112-12 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 216    112-14     baseline_visit_arm_1              Baseline visit
#> 217    112-14 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 218    112-15     baseline_visit_arm_1              Baseline visit
#> 219    112-15 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 220    112-18     baseline_visit_arm_1              Baseline visit
#> 221    112-18 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 222    112-19     baseline_visit_arm_1              Baseline visit
#> 223    112-19 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 224    112-20     baseline_visit_arm_1              Baseline visit
#> 225    112-20 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 226    112-21     baseline_visit_arm_1              Baseline visit
#> 227    112-21 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 228     113-9     baseline_visit_arm_1              Baseline visit
#> 229     113-9 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 230    113-10     baseline_visit_arm_1              Baseline visit
#> 231    113-10 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 232    113-11     baseline_visit_arm_1              Baseline visit
#> 233    113-11 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 234    113-12     baseline_visit_arm_1              Baseline visit
#> 235    113-12 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 236    113-13     baseline_visit_arm_1              Baseline visit
#> 237    113-13 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 238    113-16     baseline_visit_arm_1              Baseline visit
#> 239    113-16 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 240    113-21     baseline_visit_arm_1              Baseline visit
#> 241    113-21 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 242    113-23     baseline_visit_arm_1              Baseline visit
#> 243    113-23 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 244    113-24     baseline_visit_arm_1              Baseline visit
#> 245    113-24 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 246    113-27     baseline_visit_arm_1              Baseline visit
#> 247    113-27 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 248    113-31     baseline_visit_arm_1              Baseline visit
#> 249    113-31 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 250    113-32     baseline_visit_arm_1              Baseline visit
#> 251    113-32 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 252    113-36     baseline_visit_arm_1              Baseline visit
#> 253    113-36 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 254    113-37     baseline_visit_arm_1              Baseline visit
#> 255    113-37 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 256    113-38     baseline_visit_arm_1              Baseline visit
#> 257    113-38 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 258    113-40     baseline_visit_arm_1              Baseline visit
#> 259    113-40 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 260    113-41     baseline_visit_arm_1              Baseline visit
#> 261    113-41 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 262    113-44     baseline_visit_arm_1              Baseline visit
#> 263    113-44 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 264    114-13     baseline_visit_arm_1              Baseline visit
#> 265    114-13 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 266    114-17     baseline_visit_arm_1              Baseline visit
#> 267    114-17 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 268    114-19     baseline_visit_arm_1              Baseline visit
#> 269    114-19 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 270     115-8     baseline_visit_arm_1              Baseline visit
#> 271     115-8 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 272    115-13     baseline_visit_arm_1              Baseline visit
#> 273    115-13 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 274    115-14     baseline_visit_arm_1              Baseline visit
#> 275    115-14 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 276    115-24     baseline_visit_arm_1              Baseline visit
#> 277    115-24 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 278     116-6     baseline_visit_arm_1              Baseline visit
#> 279     116-6 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 280    116-12     baseline_visit_arm_1              Baseline visit
#> 281    116-12 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 282    116-14     baseline_visit_arm_1              Baseline visit
#> 283    116-14 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 284     117-6     baseline_visit_arm_1              Baseline visit
#> 285     117-6 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 286    117-11     baseline_visit_arm_1              Baseline visit
#> 287    117-12     baseline_visit_arm_1              Baseline visit
#> 288    117-12 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 289    117-22     baseline_visit_arm_1              Baseline visit
#> 290    117-25     baseline_visit_arm_1              Baseline visit
#> 291    117-25 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 292    117-26     baseline_visit_arm_1              Baseline visit
#> 293    117-26 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 294     118-7     baseline_visit_arm_1              Baseline visit
#> 295    118-10     baseline_visit_arm_1              Baseline visit
#> 296    118-10 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 297    118-12     baseline_visit_arm_1              Baseline visit
#> 298     119-6     baseline_visit_arm_1              Baseline visit
#> 299     119-6 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 300     119-7     baseline_visit_arm_1              Baseline visit
#> 301     119-7 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 302    119-14     baseline_visit_arm_1              Baseline visit
#> 303     120-6     baseline_visit_arm_1              Baseline visit
#> 304     120-6 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 305    120-10     baseline_visit_arm_1              Baseline visit
#> 306    120-13     baseline_visit_arm_1              Baseline visit
#> 307    120-13 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 308    120-15     baseline_visit_arm_1              Baseline visit
#> 309    120-15 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 310    120-26     baseline_visit_arm_1              Baseline visit
#> 311     121-7     baseline_visit_arm_1              Baseline visit
#> 312     121-7 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 313    121-10     baseline_visit_arm_1              Baseline visit
#> 314    121-10 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 315     122-8     baseline_visit_arm_1              Baseline visit
#> 316     122-8 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 317    122-12     baseline_visit_arm_1              Baseline visit
#> 318    122-12 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 319    122-13     baseline_visit_arm_1              Baseline visit
#> 320    122-13 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 321    122-18     baseline_visit_arm_1              Baseline visit
#> 322    122-18 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 323    122-19     baseline_visit_arm_1              Baseline visit
#> 324    122-19 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 325    122-23     baseline_visit_arm_1              Baseline visit
#> 326    122-23 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 327    122-30     baseline_visit_arm_1              Baseline visit
#> 328    122-30 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 329    122-33     baseline_visit_arm_1              Baseline visit
#> 330    122-33 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 331    122-35     baseline_visit_arm_1              Baseline visit
#> 332    122-35 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 333    123-10     baseline_visit_arm_1              Baseline visit
#> 334    123-10 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 335     124-7     baseline_visit_arm_1              Baseline visit
#> 336     124-7 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 337     124-9     baseline_visit_arm_1              Baseline visit
#> 338     124-9 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 339     125-6     baseline_visit_arm_1              Baseline visit
#> 340     125-6 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#> 341    125-10     baseline_visit_arm_1              Baseline visit
#> 342    125-10 follow_up_visit_da_arm_1 Follow up visit day 14+/-5d
#>     redcap_data_access_group redcap_data_access_group.factor inc_1 inc_2 inc_3
#> 1                hospital_11                     Hospital 11   Yes   Yes   Yes
#> 2                hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 3                hospital_11                     Hospital 11   Yes   Yes   Yes
#> 4                hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 5                hospital_11                     Hospital 11   Yes   Yes   Yes
#> 6                hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 7                hospital_11                     Hospital 11   Yes   Yes   Yes
#> 8                hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 9                hospital_11                     Hospital 11   Yes   Yes   Yes
#> 10               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 11               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 12               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 13               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 14               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 15               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 16               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 17               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 18               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 19               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 20               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 21               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 22               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 23               hospital_11                     Hospital 11   Yes   Yes   Yes
#> 24               hospital_11                     Hospital 11  <NA>  <NA>  <NA>
#> 25                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 26                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 27                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 28                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 29                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 30                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 31                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 32                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 33                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 34                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 35                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 36                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 37                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 38                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 39                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 40                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 41                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 42                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 43                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 44                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 45                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 46                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 47                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 48                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 49                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 50                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 51                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 52                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 53                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 54                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 55                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 56                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 57                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 58                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 59                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 60                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 61                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 62                hospital_1                      Hospital 1   Yes   Yes   Yes
#> 63                hospital_1                      Hospital 1  <NA>  <NA>  <NA>
#> 64               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 65               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 66               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 67               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 68               hospital_24                     Hospital 24  <NA>  <NA>  <NA>
#> 69               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 70               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 71               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 72               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 73               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 74               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 75               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 76               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 77               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 78               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 79               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 80               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 81               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 82               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 83               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 84               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 85               hospital_24                     Hospital 24   Yes   Yes   Yes
#> 86               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 87               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 88               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 89               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 90               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 91               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 92               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 93               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 94               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 95               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 96               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 97               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 98               hospital_20                     Hospital 20   Yes   Yes   Yes
#> 99               hospital_20                     Hospital 20  <NA>  <NA>  <NA>
#> 100              hospital_25                     Hospital 25   Yes   Yes   Yes
#> 101              hospital_25                     Hospital 25  <NA>  <NA>  <NA>
#> 102              hospital_25                     Hospital 25   Yes   Yes   Yes
#> 103              hospital_25                     Hospital 25  <NA>  <NA>  <NA>
#> 104              hospital_25                     Hospital 25   Yes   Yes   Yes
#> 105              hospital_25                     Hospital 25  <NA>  <NA>  <NA>
#> 106               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 107               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 108               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 109               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 110               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 111               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 112               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 113               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 114               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 115               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 116               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 117               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 118               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 119               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 120               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 121               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 122               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 123               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 124               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 125               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 126               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 127               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 128               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 129               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 130               hospital_5                      Hospital 5   Yes   Yes   Yes
#> 131               hospital_5                      Hospital 5  <NA>  <NA>  <NA>
#> 132              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 133              hospital_19                     Hospital 19  <NA>  <NA>  <NA>
#> 134              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 135              hospital_19                     Hospital 19  <NA>  <NA>  <NA>
#> 136              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 137              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 138              hospital_19                     Hospital 19  <NA>  <NA>  <NA>
#> 139              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 140              hospital_19                     Hospital 19  <NA>  <NA>  <NA>
#> 141              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 142              hospital_19                     Hospital 19  <NA>  <NA>  <NA>
#> 143              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 144              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 145              hospital_19                     Hospital 19   Yes   Yes   Yes
#> 146              hospital_19                     Hospital 19  <NA>  <NA>  <NA>
#> 147               hospital_6                      Hospital 6   Yes   Yes   Yes
#> 148               hospital_6                      Hospital 6  <NA>  <NA>  <NA>
#> 149              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 150              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 151              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 152              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 153              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 154              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 155              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 156              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 157              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 158              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 159              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 160              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 161              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 162              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 163              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 164              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 165              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 166              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 167              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 168              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 169              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 170              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 171              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 172              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 173              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 174              hospital_18                     Hospital 18   Yes   Yes   Yes
#> 175              hospital_18                     Hospital 18  <NA>  <NA>  <NA>
#> 176              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 177              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 178              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 179              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 180              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 181              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 182              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 183              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 184              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 185              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 186              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 187              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 188              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 189              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 190              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 191              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 192              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 193              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 194              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 195              hospital_21                     Hospital 21   Yes   Yes   Yes
#> 196              hospital_21                     Hospital 21  <NA>  <NA>  <NA>
#> 197              hospital_26                     Hospital 26   Yes   Yes   Yes
#> 198              hospital_26                     Hospital 26  <NA>  <NA>  <NA>
#> 199              hospital_26                     Hospital 26   Yes   Yes   Yes
#> 200              hospital_26                     Hospital 26  <NA>  <NA>  <NA>
#> 201              hospital_14                     Hospital 14   Yes   Yes   Yes
#> 202              hospital_14                     Hospital 14  <NA>  <NA>  <NA>
#> 203              hospital_14                     Hospital 14   Yes   Yes   Yes
#> 204              hospital_14                     Hospital 14  <NA>  <NA>  <NA>
#> 205              hospital_14                     Hospital 14   Yes   Yes   Yes
#> 206              hospital_14                     Hospital 14  <NA>  <NA>  <NA>
#> 207              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 208              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 209              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 210              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 211              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 212              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 213              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 214              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 215              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 216              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 217              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 218              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 219              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 220              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 221              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 222              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 223              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 224              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 225              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 226              hospital_10                     Hospital 10   Yes   Yes   Yes
#> 227              hospital_10                     Hospital 10  <NA>  <NA>  <NA>
#> 228               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 229               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 230               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 231               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 232               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 233               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 234               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 235               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 236               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 237               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 238               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 239               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 240               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 241               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 242               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 243               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 244               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 245               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 246               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 247               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 248               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 249               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 250               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 251               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 252               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 253               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 254               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 255               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 256               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 257               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 258               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 259               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 260               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 261               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 262               hospital_8                      Hospital 8   Yes   Yes   Yes
#> 263               hospital_8                      Hospital 8  <NA>  <NA>  <NA>
#> 264              hospital_13                     Hospital 13   Yes   Yes   Yes
#> 265              hospital_13                     Hospital 13  <NA>  <NA>  <NA>
#> 266              hospital_13                     Hospital 13   Yes   Yes   Yes
#> 267              hospital_13                     Hospital 13  <NA>  <NA>  <NA>
#> 268              hospital_13                     Hospital 13   Yes   Yes   Yes
#> 269              hospital_13                     Hospital 13  <NA>  <NA>  <NA>
#> 270              hospital_15                     Hospital 15   Yes   Yes   Yes
#> 271              hospital_15                     Hospital 15  <NA>  <NA>  <NA>
#> 272              hospital_15                     Hospital 15   Yes   Yes   Yes
#> 273              hospital_15                     Hospital 15  <NA>  <NA>  <NA>
#> 274              hospital_15                     Hospital 15   Yes   Yes   Yes
#> 275              hospital_15                     Hospital 15  <NA>  <NA>  <NA>
#> 276              hospital_15                     Hospital 15   Yes   Yes   Yes
#> 277              hospital_15                     Hospital 15  <NA>  <NA>  <NA>
#> 278               hospital_4                      Hospital 4   Yes   Yes   Yes
#> 279               hospital_4                      Hospital 4  <NA>  <NA>  <NA>
#> 280               hospital_4                      Hospital 4   Yes   Yes   Yes
#> 281               hospital_4                      Hospital 4  <NA>  <NA>  <NA>
#> 282               hospital_4                      Hospital 4   Yes   Yes   Yes
#> 283               hospital_4                      Hospital 4  <NA>  <NA>  <NA>
#> 284               hospital_2                      Hospital 2   Yes   Yes   Yes
#> 285               hospital_2                      Hospital 2  <NA>  <NA>  <NA>
#> 286               hospital_2                      Hospital 2   Yes   Yes   Yes
#> 287               hospital_2                      Hospital 2   Yes   Yes   Yes
#> 288               hospital_2                      Hospital 2  <NA>  <NA>  <NA>
#> 289               hospital_2                      Hospital 2   Yes   Yes   Yes
#> 290               hospital_2                      Hospital 2   Yes   Yes   Yes
#> 291               hospital_2                      Hospital 2  <NA>  <NA>  <NA>
#> 292               hospital_2                      Hospital 2   Yes   Yes   Yes
#> 293               hospital_2                      Hospital 2  <NA>  <NA>  <NA>
#> 294              hospital_22                     Hospital 22   Yes   Yes   Yes
#> 295              hospital_22                     Hospital 22   Yes   Yes   Yes
#> 296              hospital_22                     Hospital 22  <NA>  <NA>  <NA>
#> 297              hospital_22                     Hospital 22   Yes   Yes   Yes
#> 298               hospital_7                      Hospital 7   Yes   Yes   Yes
#> 299               hospital_7                      Hospital 7  <NA>  <NA>  <NA>
#> 300               hospital_7                      Hospital 7   Yes   Yes   Yes
#> 301               hospital_7                      Hospital 7  <NA>  <NA>  <NA>
#> 302               hospital_7                      Hospital 7   Yes   Yes   Yes
#> 303              hospital_12                     Hospital 12   Yes   Yes   Yes
#> 304              hospital_12                     Hospital 12  <NA>  <NA>  <NA>
#> 305              hospital_12                     Hospital 12   Yes   Yes   Yes
#> 306              hospital_12                     Hospital 12   Yes   Yes   Yes
#> 307              hospital_12                     Hospital 12  <NA>  <NA>  <NA>
#> 308              hospital_12                     Hospital 12   Yes   Yes   Yes
#> 309              hospital_12                     Hospital 12  <NA>  <NA>  <NA>
#> 310              hospital_12                     Hospital 12   Yes   Yes   Yes
#> 311               hospital_3                      Hospital 3   Yes   Yes   Yes
#> 312               hospital_3                      Hospital 3  <NA>  <NA>  <NA>
#> 313               hospital_3                      Hospital 3   Yes   Yes   Yes
#> 314               hospital_3                      Hospital 3  <NA>  <NA>  <NA>
#> 315              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 316              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 317              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 318              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 319              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 320              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 321              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 322              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 323              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 324              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 325              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 326              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 327              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 328              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 329              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 330              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 331              hospital_16                     Hospital 16   Yes   Yes   Yes
#> 332              hospital_16                     Hospital 16  <NA>  <NA>  <NA>
#> 333               hospital_9                      Hospital 9   Yes   Yes   Yes
#> 334               hospital_9                      Hospital 9  <NA>  <NA>  <NA>
#> 335              hospital_17                     Hospital 17   Yes   Yes   Yes
#> 336              hospital_17                     Hospital 17  <NA>  <NA>  <NA>
#> 337              hospital_17                     Hospital 17   Yes   Yes   Yes
#> 338              hospital_17                     Hospital 17  <NA>  <NA>  <NA>
#> 339              hospital_23                     Hospital 23   Yes   Yes   Yes
#> 340              hospital_23                     Hospital 23  <NA>  <NA>  <NA>
#> 341              hospital_23                     Hospital 23   Yes   Yes   Yes
#> 342              hospital_23                     Hospital 23  <NA>  <NA>  <NA>
#>     exc_1 screening_fail_crit screening_fail_crit_recalc    d_birth d_admission
#> 1      No                   0                          0 1963-10-05  2020-04-12
#> 2    <NA>                  NA                         NA       <NA>        <NA>
#> 3      No                   0                          0 1959-10-04  2020-02-13
#> 4    <NA>                  NA                         NA       <NA>        <NA>
#> 5      No                   0                          0 1951-04-08  2020-03-08
#> 6    <NA>                  NA                         NA       <NA>        <NA>
#> 7      No                   0                          0 1944-08-08  2020-02-23
#> 8    <NA>                  NA                         NA       <NA>        <NA>
#> 9      No                   0                          0 1954-12-02  2020-06-15
#> 10   <NA>                  NA                         NA       <NA>        <NA>
#> 11     No                   0                          0 1952-05-08  2020-02-25
#> 12   <NA>                  NA                         NA       <NA>        <NA>
#> 13     No                   0                          0 1954-06-24  2020-04-08
#> 14   <NA>                  NA                         NA       <NA>        <NA>
#> 15     No                   0                          0 1947-08-12  2020-05-10
#> 16   <NA>                  NA                         NA       <NA>        <NA>
#> 17     No                   0                          0 1943-06-19  2020-02-10
#> 18   <NA>                  NA                         NA       <NA>        <NA>
#> 19     No                   0                          0 1944-07-11  2020-06-09
#> 20   <NA>                  NA                         NA       <NA>        <NA>
#> 21     No                   0                          0 1943-06-23  2020-04-07
#> 22   <NA>                  NA                         NA       <NA>        <NA>
#> 23     No                   0                          0 1944-01-04  2020-04-15
#> 24   <NA>                  NA                         NA       <NA>        <NA>
#> 25     No                   0                          0 1958-09-20  2020-03-29
#> 26   <NA>                  NA                         NA       <NA>        <NA>
#> 27     No                   0                          0 1984-01-26  2020-04-30
#> 28   <NA>                  NA                         NA       <NA>        <NA>
#> 29     No                   0                          0 1941-05-09  2020-03-19
#> 30   <NA>                  NA                         NA       <NA>        <NA>
#> 31     No                   0                          0 1945-11-08  2020-05-22
#> 32   <NA>                  NA                         NA       <NA>        <NA>
#> 33     No                   0                          0 1951-09-14  2020-04-05
#> 34   <NA>                  NA                         NA       <NA>        <NA>
#> 35     No                   0                          0 1937-02-12  2020-06-23
#> 36     No                   0                          0 1955-04-17  2020-02-12
#> 37   <NA>                  NA                         NA       <NA>        <NA>
#> 38     No                   0                          0 1962-02-13  2020-04-17
#> 39   <NA>                  NA                         NA       <NA>        <NA>
#> 40     No                   0                          0 1934-07-24  2020-06-05
#> 41   <NA>                  NA                         NA       <NA>        <NA>
#> 42     No                   0                          0 1946-03-06  2020-03-23
#> 43   <NA>                  NA                         NA       <NA>        <NA>
#> 44     No                   0                          0 1950-02-10  2020-02-14
#> 45   <NA>                  NA                         NA       <NA>        <NA>
#> 46     No                   0                          0 1949-04-26  2020-05-25
#> 47   <NA>                  NA                         NA       <NA>        <NA>
#> 48     No                   0                          0 1957-07-06  2020-03-22
#> 49   <NA>                  NA                         NA       <NA>        <NA>
#> 50     No                   0                          0 1942-12-24  2020-03-14
#> 51   <NA>                  NA                         NA       <NA>        <NA>
#> 52     No                   0                          0 1957-05-16  2020-04-20
#> 53   <NA>                  NA                         NA       <NA>        <NA>
#> 54     No                   0                          0 1955-12-07  2020-02-14
#> 55   <NA>                  NA                         NA       <NA>        <NA>
#> 56     No                   0                          0 1948-09-18  2020-02-04
#> 57   <NA>                  NA                         NA       <NA>        <NA>
#> 58     No                   0                          0 1947-09-05  2020-05-15
#> 59   <NA>                  NA                         NA       <NA>        <NA>
#> 60     No                   0                          0 1956-01-07  2020-02-22
#> 61   <NA>                  NA                         NA       <NA>        <NA>
#> 62     No                   0                          0 1977-08-26  2020-01-30
#> 63   <NA>                  NA                         NA       <NA>        <NA>
#> 64     No                   0                          0 1967-02-02  2020-06-02
#> 65     No                   0                          0 1934-03-23  2020-05-18
#> 66     No                   0                          0 1956-12-12  2020-02-09
#> 67     No                   0                          0 1962-01-28  2020-02-10
#> 68   <NA>                  NA                         NA       <NA>        <NA>
#> 69     No                   0                          0 1951-12-16  2020-06-22
#> 70     No                   0                          0 1949-01-24  2020-05-06
#> 71     No                   0                          0 1944-10-25  2020-02-22
#> 72     No                   0                          0 1956-07-21  2020-05-30
#> 73     No                   0                          0 1968-02-13  2020-04-11
#> 74     No                   0                          0 1937-05-14  2020-06-23
#> 75     No                   0                          0 1949-12-19  2020-06-03
#> 76     No                   0                          0 1945-04-16  2020-04-16
#> 77     No                   0                          0 1962-10-03  2020-04-09
#> 78     No                   0                          0 1943-09-19  2020-03-02
#> 79     No                   0                          0 1939-04-17  2020-01-28
#> 80     No                   0                          0 1941-08-10  2020-03-14
#> 81     No                   0                          0 1965-03-02  2020-04-04
#> 82     No                   0                          0 1964-06-09  2020-02-17
#> 83     No                   0                          0       <NA>        <NA>
#> 84     No                   0                          0 1937-01-28  2020-05-26
#> 85     No                   0                          0 1959-04-23  2020-06-07
#> 86     No                   0                          0 1958-05-03  2020-05-01
#> 87   <NA>                  NA                         NA       <NA>        <NA>
#> 88     No                   0                          0 1933-02-23  2020-02-15
#> 89   <NA>                  NA                         NA       <NA>        <NA>
#> 90     No                   0                          0 1939-04-24  2020-05-28
#> 91   <NA>                  NA                         NA       <NA>        <NA>
#> 92     No                   0                          0 1967-11-26  2020-04-20
#> 93   <NA>                  NA                         NA       <NA>        <NA>
#> 94     No                   0                          0 1945-03-13  2020-04-24
#> 95   <NA>                  NA                         NA       <NA>        <NA>
#> 96     No                   0                          0 1998-03-16  2020-02-20
#> 97   <NA>                  NA                         NA       <NA>        <NA>
#> 98     No                   0                          0 1941-04-10  2020-06-13
#> 99   <NA>                  NA                         NA       <NA>        <NA>
#> 100    No                   0                          0 1957-11-02  2020-06-25
#> 101  <NA>                  NA                         NA       <NA>        <NA>
#> 102    No                   0                          0 1955-10-14  2020-04-23
#> 103  <NA>                  NA                         NA       <NA>        <NA>
#> 104    No                   0                          0 1973-02-08  2020-04-12
#> 105  <NA>                  NA                         NA       <NA>        <NA>
#> 106    No                   0                          0 1948-06-25  2020-04-27
#> 107  <NA>                  NA                         NA       <NA>        <NA>
#> 108    No                   0                          0 1936-01-10  2020-05-23
#> 109  <NA>                  NA                         NA       <NA>        <NA>
#> 110   Yes                   1                          1       <NA>        <NA>
#> 111    No                   0                          0 1930-09-14  2020-03-18
#> 112  <NA>                  NA                         NA       <NA>        <NA>
#> 113    No                   0                          0 1936-06-12  2020-03-17
#> 114  <NA>                  NA                         NA       <NA>        <NA>
#> 115    No                   0                          0 1941-06-05  2020-03-20
#> 116  <NA>                  NA                         NA       <NA>        <NA>
#> 117    No                   0                          0 1951-07-06  2020-05-01
#> 118  <NA>                  NA                         NA       <NA>        <NA>
#> 119    No                   0                          0 1938-03-07  2020-04-14
#> 120  <NA>                  NA                         NA       <NA>        <NA>
#> 121    No                   0                          0 1943-11-02  2020-04-05
#> 122  <NA>                  NA                         NA       <NA>        <NA>
#> 123    No                   0                          0 1948-10-21  2020-05-08
#> 124  <NA>                  NA                         NA       <NA>        <NA>
#> 125   Yes                   1                          1       <NA>        <NA>
#> 126    No                   0                          0 1946-10-27  2020-06-18
#> 127  <NA>                  NA                         NA       <NA>        <NA>
#> 128    No                   0                          0 1969-05-24  2020-03-02
#> 129  <NA>                  NA                         NA       <NA>        <NA>
#> 130    No                   0                          0 1940-01-22  2020-02-06
#> 131  <NA>                  NA                         NA       <NA>        <NA>
#> 132    No                   0                          0 1954-03-15  2020-06-03
#> 133  <NA>                  NA                         NA       <NA>        <NA>
#> 134    No                   0                          0 1966-09-01  2020-05-30
#> 135  <NA>                  NA                         NA       <NA>        <NA>
#> 136    No                   0                          0 1952-07-09  2020-05-25
#> 137    No                   0                          0 1953-03-02  2020-04-13
#> 138  <NA>                  NA                         NA       <NA>        <NA>
#> 139    No                   0                          0 1935-11-23  2020-04-13
#> 140  <NA>                  NA                         NA       <NA>        <NA>
#> 141    No                   0                          0 1953-03-26  2020-02-21
#> 142  <NA>                  NA                         NA       <NA>        <NA>
#> 143    No                   0                          0 1953-05-05  2020-04-28
#> 144    No                   0                          0 1952-01-18  2020-05-07
#> 145    No                   0                          0 1947-02-10  2020-06-11
#> 146  <NA>                  NA                         NA       <NA>        <NA>
#> 147    No                   0                          0 1932-12-04  2020-03-26
#> 148  <NA>                  NA                         NA       <NA>        <NA>
#> 149    No                   0                          0 1935-01-17  2020-03-19
#> 150  <NA>                  NA                         NA       <NA>        <NA>
#> 151    No                   0                          0 1962-08-27  2020-03-10
#> 152  <NA>                  NA                         NA       <NA>        <NA>
#> 153    No                   0                          0 1966-04-12  2020-06-14
#> 154  <NA>                  NA                         NA       <NA>        <NA>
#> 155    No                   0                          0 1960-12-26  2020-03-08
#> 156  <NA>                  NA                         NA       <NA>        <NA>
#> 157    No                   0                          0 1962-07-03  2020-06-13
#> 158  <NA>                  NA                         NA       <NA>        <NA>
#> 159    No                   0                          0 1948-01-06  2020-04-05
#> 160  <NA>                  NA                         NA       <NA>        <NA>
#> 161    No                   0                          0 1955-02-28  2020-03-03
#> 162  <NA>                  NA                         NA       <NA>        <NA>
#> 163    No                   0                          0 1976-05-07  2020-03-03
#> 164    No                   0                          0 1970-12-07  2020-02-09
#> 165  <NA>                  NA                         NA       <NA>        <NA>
#> 166    No                   0                          0 1946-06-03  2020-05-13
#> 167  <NA>                  NA                         NA       <NA>        <NA>
#> 168    No                   0                          0 1951-03-08  2020-03-25
#> 169  <NA>                  NA                         NA       <NA>        <NA>
#> 170    No                   0                          0 1961-07-26  2020-06-02
#> 171  <NA>                  NA                         NA       <NA>        <NA>
#> 172    No                   0                          0 1955-08-12  2020-02-26
#> 173  <NA>                  NA                         NA       <NA>        <NA>
#> 174    No                   0                          0 1949-05-19  2020-05-11
#> 175  <NA>                  NA                         NA       <NA>        <NA>
#> 176    No                   0                          0 1972-09-11  2020-04-05
#> 177  <NA>                  NA                         NA       <NA>        <NA>
#> 178    No                   0                          0 1942-06-18  2020-05-26
#> 179    No                   0                          0 1936-07-22  2020-02-08
#> 180  <NA>                  NA                         NA       <NA>        <NA>
#> 181    No                   0                          0 1952-02-14  2020-03-08
#> 182  <NA>                  NA                         NA       <NA>        <NA>
#> 183    No                   0                          0 1965-10-23  2020-02-23
#> 184  <NA>                  NA                         NA       <NA>        <NA>
#> 185    No                   0                          0 1928-11-04  2020-02-24
#> 186    No                   0                          0 1941-06-01  2020-04-25
#> 187  <NA>                  NA                         NA       <NA>        <NA>
#> 188    No                   0                          0 1950-09-18  2020-02-10
#> 189  <NA>                  NA                         NA       <NA>        <NA>
#> 190    No                   0                          0 1956-08-15  2020-05-16
#> 191    No                   0                          0 1974-10-05  2020-06-08
#> 192  <NA>                  NA                         NA       <NA>        <NA>
#> 193    No                   0                          0 1951-01-08  2020-05-25
#> 194  <NA>                  NA                         NA       <NA>        <NA>
#> 195    No                   0                          0 1934-09-20  2020-04-24
#> 196  <NA>                  NA                         NA       <NA>        <NA>
#> 197    No                   0                          0 1979-12-25  2020-02-08
#> 198  <NA>                  NA                         NA       <NA>        <NA>
#> 199    No                   0                          0 1930-05-15  2020-05-22
#> 200  <NA>                  NA                         NA       <NA>        <NA>
#> 201    No                   0                          0 1963-01-09  2020-01-31
#> 202  <NA>                  NA                         NA       <NA>        <NA>
#> 203    No                   0                          0 1957-04-15  2020-04-06
#> 204  <NA>                  NA                         NA       <NA>        <NA>
#> 205    No                   0                          0 1961-05-10  2020-02-06
#> 206  <NA>                  NA                         NA       <NA>        <NA>
#> 207    No                   0                          0 1963-09-26  2020-04-12
#> 208  <NA>                  NA                         NA       <NA>        <NA>
#> 209    No                   0                          0 1931-03-04  2020-06-23
#> 210    No                   0                          0 1943-08-23  2020-06-18
#> 211  <NA>                  NA                         NA       <NA>        <NA>
#> 212    No                   0                          0 1969-02-22  2020-03-29
#> 213  <NA>                  NA                         NA       <NA>        <NA>
#> 214    No                   0                          0 1946-03-16  2020-05-24
#> 215  <NA>                  NA                         NA       <NA>        <NA>
#> 216    No                   0                          0 1944-04-18  2020-02-03
#> 217  <NA>                  NA                         NA       <NA>        <NA>
#> 218    No                   0                          0 1965-02-24  2020-04-27
#> 219  <NA>                  NA                         NA       <NA>        <NA>
#> 220    No                   0                          0 1948-07-04  2020-06-16
#> 221  <NA>                  NA                         NA       <NA>        <NA>
#> 222    No                   0                          0 1970-06-18  2020-03-04
#> 223  <NA>                  NA                         NA       <NA>        <NA>
#> 224    No                   0                          0 1956-09-18  2020-06-20
#> 225  <NA>                  NA                         NA       <NA>        <NA>
#> 226    No                   0                          0 1961-01-01  2020-03-17
#> 227  <NA>                  NA                         NA       <NA>        <NA>
#> 228    No                   0                          0 1958-02-13  2020-02-20
#> 229  <NA>                  NA                         NA       <NA>        <NA>
#> 230    No                   0                          0 1968-12-27  2020-05-05
#> 231  <NA>                  NA                         NA       <NA>        <NA>
#> 232    No                   0                          0 1958-06-08  2020-05-09
#> 233  <NA>                  NA                         NA       <NA>        <NA>
#> 234    No                   0                          0 1984-12-25  2020-03-26
#> 235  <NA>                  NA                         NA       <NA>        <NA>
#> 236    No                   0                          0 1970-09-16  2020-06-11
#> 237  <NA>                  NA                         NA       <NA>        <NA>
#> 238    No                   0                          0 1979-02-25  2020-04-02
#> 239  <NA>                  NA                         NA       <NA>        <NA>
#> 240    No                   0                          0 1945-11-20  2020-05-12
#> 241  <NA>                  NA                         NA       <NA>        <NA>
#> 242    No                   0                          0 1946-10-05  2020-06-19
#> 243  <NA>                  NA                         NA       <NA>        <NA>
#> 244    No                   0                          0 1931-07-18  2020-06-05
#> 245  <NA>                  NA                         NA       <NA>        <NA>
#> 246    No                   0                          0 1972-06-26  2020-05-22
#> 247  <NA>                  NA                         NA       <NA>        <NA>
#> 248    No                   0                          0 1957-01-06  2020-02-10
#> 249  <NA>                  NA                         NA       <NA>        <NA>
#> 250    No                   0                          0 1940-01-08  2020-03-27
#> 251  <NA>                  NA                         NA       <NA>        <NA>
#> 252    No                   0                          0 1931-01-22  2020-03-11
#> 253  <NA>                  NA                         NA       <NA>        <NA>
#> 254    No                   0                          0 1940-06-15  2020-02-25
#> 255  <NA>                  NA                         NA       <NA>        <NA>
#> 256    No                   0                          0 1950-06-22  2020-03-06
#> 257  <NA>                  NA                         NA       <NA>        <NA>
#> 258    No                   0                          0 1942-01-18  2020-03-28
#> 259  <NA>                  NA                         NA       <NA>        <NA>
#> 260    No                   0                          0 1941-10-17  2020-04-15
#> 261  <NA>                  NA                         NA       <NA>        <NA>
#> 262    No                   0                          0 1939-08-25  2020-02-13
#> 263  <NA>                  NA                         NA       <NA>        <NA>
#> 264    No                   0                          0 1941-09-10  2020-03-09
#> 265  <NA>                  NA                         NA       <NA>        <NA>
#> 266    No                   0                          0 1953-02-08  2020-02-05
#> 267  <NA>                  NA                         NA       <NA>        <NA>
#> 268    No                   0                          0 1940-11-22  2020-06-13
#> 269  <NA>                  NA                         NA       <NA>        <NA>
#> 270    No                   0                          0 1951-10-23  2020-05-10
#> 271  <NA>                  NA                         NA       <NA>        <NA>
#> 272    No                   0                          0 1989-02-17  2020-03-09
#> 273  <NA>                  NA                         NA       <NA>        <NA>
#> 274    No                   0                          0 1954-06-06  2020-05-30
#> 275  <NA>                  NA                         NA       <NA>        <NA>
#> 276    No                   0                          0 1957-12-22  2020-02-02
#> 277  <NA>                  NA                         NA       <NA>        <NA>
#> 278    No                   0                          0 1983-09-11  2020-04-26
#> 279  <NA>                  NA                         NA       <NA>        <NA>
#> 280    No                   0                          0 1968-09-13  2020-03-06
#> 281  <NA>                  NA                         NA       <NA>        <NA>
#> 282    No                   0                          0 1952-02-22  2020-04-12
#> 283  <NA>                  NA                         NA       <NA>        <NA>
#> 284    No                   0                          0 1965-01-13  2020-03-27
#> 285  <NA>                  NA                         NA       <NA>        <NA>
#> 286   Yes                   1                          1       <NA>        <NA>
#> 287    No                   0                          0 1947-08-11  2020-02-03
#> 288  <NA>                  NA                         NA       <NA>        <NA>
#> 289   Yes                   1                          1       <NA>        <NA>
#> 290    No                   0                          0 1953-02-13  2020-04-13
#> 291  <NA>                  NA                         NA       <NA>        <NA>
#> 292    No                   0                          0 1950-08-14  2020-04-30
#> 293  <NA>                  NA                         NA       <NA>        <NA>
#> 294    No                   0                          0 1948-07-21  2020-03-28
#> 295    No                   0                          0 1993-01-22  2020-04-01
#> 296  <NA>                  NA                         NA       <NA>        <NA>
#> 297    No                   0                          0 1940-03-22  2020-02-16
#> 298    No                   0                          0 1964-01-18  2020-03-02
#> 299  <NA>                  NA                         NA       <NA>        <NA>
#> 300    No                   0                          0 1952-01-28  2020-03-13
#> 301  <NA>                  NA                         NA       <NA>        <NA>
#> 302    No                   0                          0 1938-12-17  2020-05-20
#> 303    No                   0                          0 1951-11-27  2020-05-04
#> 304  <NA>                  NA                         NA       <NA>        <NA>
#> 305    No                   0                          0 1940-08-25  2020-04-22
#> 306    No                   0                          0 1943-07-23  2020-04-05
#> 307  <NA>                  NA                         NA       <NA>        <NA>
#> 308    No                   0                          0 1963-06-05  2020-05-07
#> 309  <NA>                  NA                         NA       <NA>        <NA>
#> 310    No                   0                          0 1956-02-20  2020-06-19
#> 311    No                   0                          0 1949-08-07  2020-06-14
#> 312  <NA>                  NA                         NA       <NA>        <NA>
#> 313    No                   0                          0 1966-04-13  2020-04-22
#> 314  <NA>                  NA                         NA       <NA>        <NA>
#> 315    No                   0                          0 1950-01-17  2020-02-05
#> 316  <NA>                  NA                         NA       <NA>        <NA>
#> 317    No                   0                          0 1973-05-06  2020-03-15
#> 318  <NA>                  NA                         NA       <NA>        <NA>
#> 319    No                   0                          0 1962-05-15  2020-02-09
#> 320  <NA>                  NA                         NA       <NA>        <NA>
#> 321    No                   0                          0 1973-04-14  2020-05-20
#> 322  <NA>                  NA                         NA       <NA>        <NA>
#> 323    No                   0                          0 1950-01-25  2020-02-02
#> 324  <NA>                  NA                         NA       <NA>        <NA>
#> 325    No                   0                          0 1993-11-09  2020-05-25
#> 326  <NA>                  NA                         NA       <NA>        <NA>
#> 327    No                   0                          0 1967-01-06  2020-02-20
#> 328  <NA>                  NA                         NA       <NA>        <NA>
#> 329    No                   0                          0 1942-11-17  2020-05-03
#> 330  <NA>                  NA                         NA       <NA>        <NA>
#> 331    No                   0                          0 1940-02-09  2020-03-27
#> 332  <NA>                  NA                         NA       <NA>        <NA>
#> 333    No                   0                          0 1955-07-27  2020-04-03
#> 334  <NA>                  NA                         NA       <NA>        <NA>
#> 335    No                   0                          0 1948-02-09  2020-05-12
#> 336  <NA>                  NA                         NA       <NA>        <NA>
#> 337    No                   0                          0 1942-06-21  2020-06-03
#> 338  <NA>                  NA                         NA       <NA>        <NA>
#> 339    No                   0                          0 1951-06-10  2020-03-01
#> 340  <NA>                  NA                         NA       <NA>        <NA>
#> 341    No                   0                          0 1972-02-26  2020-06-25
#> 342  <NA>                  NA                         NA       <NA>        <NA>
#>     age age_recalc   dm
#> 1    56         56   No
#> 2    NA         NA <NA>
#> 3    60         60   No
#> 4    NA         NA <NA>
#> 5    68         68  Yes
#> 6    NA         NA <NA>
#> 7    75         75  Yes
#> 8    NA         NA <NA>
#> 9    65         65   No
#> 10   NA         NA <NA>
#> 11   67         67  Yes
#> 12   NA         NA <NA>
#> 13   65         65   No
#> 14   NA         NA <NA>
#> 15   72         72   No
#> 16   NA         NA <NA>
#> 17   76         76   No
#> 18   NA         NA <NA>
#> 19   75         75  Yes
#> 20   NA         NA <NA>
#> 21   76         76   No
#> 22   NA         NA <NA>
#> 23   76         76   No
#> 24   NA         NA <NA>
#> 25   61         61   No
#> 26   NA         NA <NA>
#> 27   36         36   No
#> 28   NA         NA <NA>
#> 29   78         78   No
#> 30   NA         NA <NA>
#> 31   74         74  Yes
#> 32   NA         NA <NA>
#> 33   68         68   No
#> 34   NA         NA <NA>
#> 35   83         83  Yes
#> 36   64         64   No
#> 37   NA         NA <NA>
#> 38   58         58   No
#> 39   NA         NA <NA>
#> 40   85         85   No
#> 41   NA         NA <NA>
#> 42   74         74   No
#> 43   NA         NA <NA>
#> 44   70         70   No
#> 45   NA         NA <NA>
#> 46   71         71   No
#> 47   NA         NA <NA>
#> 48   62         62   No
#> 49   NA         NA <NA>
#> 50   77         77   No
#> 51   NA         NA <NA>
#> 52   62         62   No
#> 53   NA         NA <NA>
#> 54   64         64   No
#> 55   NA         NA <NA>
#> 56   71         71   No
#> 57   NA         NA <NA>
#> 58   72         72   No
#> 59   NA         NA <NA>
#> 60   64         64  Yes
#> 61   NA         NA <NA>
#> 62   42         42   No
#> 63   NA         NA <NA>
#> 64   53         53   No
#> 65   86         86  Yes
#> 66   63         63   No
#> 67   58         58   No
#> 68   NA         NA <NA>
#> 69   68         68   No
#> 70   71         71   No
#> 71   75         75   No
#> 72   63         63   No
#> 73   52         52   No
#> 74   83         83  Yes
#> 75   70         70  Yes
#> 76   74         75  Yes
#> 77   57         57   No
#> 78   76         76   No
#> 79   80         80   No
#> 80   78         78  Yes
#> 81   55         55   No
#> 82   55         55   No
#> 83   NA         NA   No
#> 84   83         83   No
#> 85   61         61   No
#> 86   61         61  Yes
#> 87   NA         NA <NA>
#> 88   86         86   No
#> 89   NA         NA <NA>
#> 90   81         81   No
#> 91   NA         NA <NA>
#> 92   52         52   No
#> 93   NA         NA <NA>
#> 94   75         75   No
#> 95   NA         NA <NA>
#> 96   21         21   No
#> 97   NA         NA <NA>
#> 98   79         79   No
#> 99   NA         NA <NA>
#> 100  62         62   No
#> 101  NA         NA <NA>
#> 102  64         64  Yes
#> 103  NA         NA <NA>
#> 104  47         47   No
#> 105  NA         NA <NA>
#> 106  71         71  Yes
#> 107  NA         NA <NA>
#> 108  84         84  Yes
#> 109  NA         NA <NA>
#> 110  NA         NA <NA>
#> 111  89         89   No
#> 112  NA         NA <NA>
#> 113  83         83 <NA>
#> 114  NA         NA <NA>
#> 115  78         78   No
#> 116  NA         NA <NA>
#> 117  68         68   No
#> 118  NA         NA <NA>
#> 119  82         82  Yes
#> 120  NA         NA <NA>
#> 121  76         76  Yes
#> 122  NA         NA <NA>
#> 123  71         71   No
#> 124  NA         NA <NA>
#> 125  NA         NA <NA>
#> 126  73         73  Yes
#> 127  NA         NA <NA>
#> 128  50         50   No
#> 129  NA         NA <NA>
#> 130  80         80   No
#> 131  NA         NA <NA>
#> 132  66         66   No
#> 133  NA         NA <NA>
#> 134  53         53   No
#> 135  NA         NA <NA>
#> 136  67         67   No
#> 137  67         67  Yes
#> 138  NA         NA <NA>
#> 139  84         84   No
#> 140  NA         NA <NA>
#> 141  66         66  Yes
#> 142  NA         NA <NA>
#> 143  66         66   No
#> 144  68         68   No
#> 145  73         73   No
#> 146  NA         NA <NA>
#> 147  87         87   No
#> 148  NA         NA <NA>
#> 149  85         85   No
#> 150  NA         NA <NA>
#> 151  57         57   No
#> 152  NA         NA <NA>
#> 153  54         54  Yes
#> 154  NA         NA <NA>
#> 155  59         59   No
#> 156  NA         NA <NA>
#> 157  57         57  Yes
#> 158  NA         NA <NA>
#> 159  72         72  Yes
#> 160  NA         NA <NA>
#> 161  65         65   No
#> 162  NA         NA <NA>
#> 163  43         43   No
#> 164  49         49   No
#> 165  NA         NA <NA>
#> 166  73         73   No
#> 167  NA         NA <NA>
#> 168  69         69   No
#> 169  NA         NA <NA>
#> 170  58         58   No
#> 171  NA         NA <NA>
#> 172  64         64   No
#> 173  NA         NA <NA>
#> 174  70         70  Yes
#> 175  NA         NA <NA>
#> 176  47         47   No
#> 177  NA         NA <NA>
#> 178  77         77   No
#> 179  83         83  Yes
#> 180  NA         NA <NA>
#> 181  68         68   No
#> 182  NA         NA <NA>
#> 183  54         54   No
#> 184  NA         NA <NA>
#> 185  91         91   No
#> 186  78         78   No
#> 187  NA         NA <NA>
#> 188  69         69   No
#> 189  NA         NA <NA>
#> 190  63         63   No
#> 191  45         45   No
#> 192  NA         NA <NA>
#> 193  69         69  Yes
#> 194  NA         NA <NA>
#> 195  85         85   No
#> 196  NA         NA <NA>
#> 197  40         40   No
#> 198  NA         NA <NA>
#> 199  90         90   No
#> 200  NA         NA <NA>
#> 201  57         57  Yes
#> 202  NA         NA <NA>
#> 203  62         62  Yes
#> 204  NA         NA <NA>
#> 205  58         58   No
#> 206  NA         NA <NA>
#> 207  56         56   No
#> 208  NA         NA <NA>
#> 209  89         89   No
#> 210  76         76   No
#> 211  NA         NA <NA>
#> 212  51         51   No
#> 213  NA         NA <NA>
#> 214  74         74   No
#> 215  NA         NA <NA>
#> 216  75         75   No
#> 217  NA         NA <NA>
#> 218  55         55  Yes
#> 219  NA         NA <NA>
#> 220  71         71   No
#> 221  NA         NA <NA>
#> 222  49         49   No
#> 223  NA         NA <NA>
#> 224  63         63   No
#> 225  NA         NA <NA>
#> 226  59         59  Yes
#> 227  NA         NA <NA>
#> 228  62         62  Yes
#> 229  NA         NA <NA>
#> 230  51         51   No
#> 231  NA         NA <NA>
#> 232  61         61  Yes
#> 233  NA         NA <NA>
#> 234  35         35   No
#> 235  NA         NA <NA>
#> 236  49         49   No
#> 237  NA         NA <NA>
#> 238  41         41   No
#> 239  NA         NA <NA>
#> 240  74         74   No
#> 241  NA         NA <NA>
#> 242  73         73   No
#> 243  NA         NA <NA>
#> 244  88         88   No
#> 245  NA         NA <NA>
#> 246  47         47   No
#> 247  NA         NA <NA>
#> 248  63         63   No
#> 249  NA         NA <NA>
#> 250  80         80   No
#> 251  NA         NA <NA>
#> 252  89         89  Yes
#> 253  NA         NA <NA>
#> 254  79         79   No
#> 255  NA         NA <NA>
#> 256  69         69   No
#> 257  NA         NA <NA>
#> 258  78         78   No
#> 259  NA         NA <NA>
#> 260  78         78   No
#> 261  NA         NA <NA>
#> 262  80         80   No
#> 263  NA         NA <NA>
#> 264  78         78   No
#> 265  NA         NA <NA>
#> 266  66         66   No
#> 267  NA         NA <NA>
#> 268  79         79   No
#> 269  NA         NA <NA>
#> 270  68         68   No
#> 271  NA         NA <NA>
#> 272  31         31  Yes
#> 273  NA         NA <NA>
#> 274  65         65  Yes
#> 275  NA         NA <NA>
#> 276  62         62   No
#> 277  NA         NA <NA>
#> 278  36         36   No
#> 279  NA         NA <NA>
#> 280  51         51   No
#> 281  NA         NA <NA>
#> 282  68         68   No
#> 283  NA         NA <NA>
#> 284  55         55   No
#> 285  NA         NA <NA>
#> 286  NA         NA <NA>
#> 287  72         72   No
#> 288  NA         NA <NA>
#> 289  NA         NA <NA>
#> 290  67         67   No
#> 291  NA         NA <NA>
#> 292  69         69  Yes
#> 293  NA         NA <NA>
#> 294  71         71   No
#> 295  27         27   No
#> 296  NA         NA <NA>
#> 297  79         79   No
#> 298  56         56  Yes
#> 299  NA         NA <NA>
#> 300  68         68   No
#> 301  NA         NA <NA>
#> 302  81         81  Yes
#> 303  68         68  Yes
#> 304  NA         NA <NA>
#> 305  79         79   No
#> 306  76         76  Yes
#> 307  NA         NA <NA>
#> 308  56         56   No
#> 309  NA         NA <NA>
#> 310  64         64   No
#> 311  70         70  Yes
#> 312  NA         NA <NA>
#> 313  54         54   No
#> 314  NA         NA <NA>
#> 315  70         70   No
#> 316  NA         NA <NA>
#> 317  46         46   No
#> 318  NA         NA <NA>
#> 319  57         57   No
#> 320  NA         NA <NA>
#> 321  47         47   No
#> 322  NA         NA <NA>
#> 323  70         70   No
#> 324  NA         NA <NA>
#> 325  26         26   No
#> 326  NA         NA <NA>
#> 327  53         53   No
#> 328  NA         NA <NA>
#> 329  77         77   No
#> 330  NA         NA <NA>
#> 331  80         80   No
#> 332  NA         NA <NA>
#> 333  64         64   No
#> 334  NA         NA <NA>
#> 335  72         72  Yes
#> 336  NA         NA <NA>
#> 337  77         77  Yes
#> 338  NA         NA <NA>
#> 339  68         68  Yes
#> 340  NA         NA <NA>
#> 341  48         48   No
#> 342  NA         NA <NA>
#>                                                                            type_dm
#> 1                                                                             <NA>
#> 2                                                                             <NA>
#> 3                                                                             <NA>
#> 4                                                                             <NA>
#> 5                                                                 No complications
#> 6                                                                             <NA>
#> 7                                                                 No complications
#> 8                                                                             <NA>
#> 9                                                                             <NA>
#> 10                                                                            <NA>
#> 11                                                                No complications
#> 12                                                                            <NA>
#> 13                                                                            <NA>
#> 14                                                                            <NA>
#> 15                                                                            <NA>
#> 16                                                                            <NA>
#> 17                                                                            <NA>
#> 18                                                                            <NA>
#> 19  End-organ diabetes-related disease (neuropathy, nefropathy, retinopathy, etc.)
#> 20                                                                            <NA>
#> 21                                                                            <NA>
#> 22                                                                            <NA>
#> 23                                                                            <NA>
#> 24                                                                            <NA>
#> 25                                                                            <NA>
#> 26                                                                            <NA>
#> 27                                                                            <NA>
#> 28                                                                            <NA>
#> 29                                                                            <NA>
#> 30                                                                            <NA>
#> 31                                                                No complications
#> 32                                                                            <NA>
#> 33                                                                            <NA>
#> 34                                                                            <NA>
#> 35                                                                No complications
#> 36                                                                            <NA>
#> 37                                                                            <NA>
#> 38                                                                            <NA>
#> 39                                                                            <NA>
#> 40                                                                            <NA>
#> 41                                                                            <NA>
#> 42                                                                            <NA>
#> 43                                                                            <NA>
#> 44                                                                            <NA>
#> 45                                                                            <NA>
#> 46                                                                            <NA>
#> 47                                                                            <NA>
#> 48                                                                            <NA>
#> 49                                                                            <NA>
#> 50                                                                            <NA>
#> 51                                                                            <NA>
#> 52                                                                            <NA>
#> 53                                                                            <NA>
#> 54                                                                            <NA>
#> 55                                                                            <NA>
#> 56                                                                            <NA>
#> 57                                                                            <NA>
#> 58                                                                            <NA>
#> 59                                                                            <NA>
#> 60                                                                No complications
#> 61                                                                            <NA>
#> 62                                                                            <NA>
#> 63                                                                            <NA>
#> 64                                                                            <NA>
#> 65                                                                            <NA>
#> 66                                                                            <NA>
#> 67                                                                            <NA>
#> 68                                                                            <NA>
#> 69                                                                            <NA>
#> 70                                                                            <NA>
#> 71                                                                            <NA>
#> 72                                                                            <NA>
#> 73                                                                            <NA>
#> 74                                                                            <NA>
#> 75                                                                            <NA>
#> 76                                                                            <NA>
#> 77                                                                            <NA>
#> 78                                                                            <NA>
#> 79                                                                            <NA>
#> 80                                                                            <NA>
#> 81                                                                            <NA>
#> 82                                                                            <NA>
#> 83                                                                            <NA>
#> 84                                                                            <NA>
#> 85                                                                            <NA>
#> 86                                                                No complications
#> 87                                                                            <NA>
#> 88                                                                            <NA>
#> 89                                                                            <NA>
#> 90                                                                            <NA>
#> 91                                                                            <NA>
#> 92                                                                            <NA>
#> 93                                                                            <NA>
#> 94                                                                            <NA>
#> 95                                                                            <NA>
#> 96                                                                            <NA>
#> 97                                                                            <NA>
#> 98                                                                            <NA>
#> 99                                                                            <NA>
#> 100                                                                           <NA>
#> 101                                                                           <NA>
#> 102                                                               No complications
#> 103                                                                           <NA>
#> 104                                                                           <NA>
#> 105                                                                           <NA>
#> 106 End-organ diabetes-related disease (neuropathy, nefropathy, retinopathy, etc.)
#> 107                                                                           <NA>
#> 108 End-organ diabetes-related disease (neuropathy, nefropathy, retinopathy, etc.)
#> 109                                                                           <NA>
#> 110                                                                           <NA>
#> 111                                                                           <NA>
#> 112                                                                           <NA>
#> 113                                                                           <NA>
#> 114                                                                           <NA>
#> 115                                                                           <NA>
#> 116                                                                           <NA>
#> 117                                                                           <NA>
#> 118                                                                           <NA>
#> 119                                                               No complications
#> 120                                                                           <NA>
#> 121                                                               No complications
#> 122                                                                           <NA>
#> 123                                                                           <NA>
#> 124                                                                           <NA>
#> 125                                                                           <NA>
#> 126                                                               No complications
#> 127                                                                           <NA>
#> 128                                                                           <NA>
#> 129                                                                           <NA>
#> 130                                                                           <NA>
#> 131                                                                           <NA>
#> 132                                                                           <NA>
#> 133                                                                           <NA>
#> 134                                                                           <NA>
#> 135                                                                           <NA>
#> 136                                                                           <NA>
#> 137                                                               No complications
#> 138                                                                           <NA>
#> 139                                                                           <NA>
#> 140                                                                           <NA>
#> 141                                                               No complications
#> 142                                                                           <NA>
#> 143                                                                           <NA>
#> 144                                                                           <NA>
#> 145                                                                           <NA>
#> 146                                                                           <NA>
#> 147                                                                           <NA>
#> 148                                                                           <NA>
#> 149                                                                           <NA>
#> 150                                                                           <NA>
#> 151                                                                           <NA>
#> 152                                                                           <NA>
#> 153                                                               No complications
#> 154                                                                           <NA>
#> 155                                                                           <NA>
#> 156                                                                           <NA>
#> 157                                                               No complications
#> 158                                                                           <NA>
#> 159 End-organ diabetes-related disease (neuropathy, nefropathy, retinopathy, etc.)
#> 160                                                                           <NA>
#> 161                                                                           <NA>
#> 162                                                                           <NA>
#> 163                                                                           <NA>
#> 164                                                                           <NA>
#> 165                                                                           <NA>
#> 166                                                                           <NA>
#> 167                                                                           <NA>
#> 168                                                                           <NA>
#> 169                                                                           <NA>
#> 170                                                                           <NA>
#> 171                                                                           <NA>
#> 172                                                                           <NA>
#> 173                                                                           <NA>
#> 174                                                               No complications
#> 175                                                                           <NA>
#> 176                                                                           <NA>
#> 177                                                                           <NA>
#> 178                                                                           <NA>
#> 179                                                               No complications
#> 180                                                                           <NA>
#> 181                                                                           <NA>
#> 182                                                                           <NA>
#> 183                                                                           <NA>
#> 184                                                                           <NA>
#> 185                                                                           <NA>
#> 186                                                                           <NA>
#> 187                                                                           <NA>
#> 188                                                                           <NA>
#> 189                                                                           <NA>
#> 190                                                                           <NA>
#> 191                                                                           <NA>
#> 192                                                                           <NA>
#> 193                                                               No complications
#> 194                                                                           <NA>
#> 195                                                                           <NA>
#> 196                                                                           <NA>
#> 197                                                                           <NA>
#> 198                                                                           <NA>
#> 199                                                                           <NA>
#> 200                                                                           <NA>
#> 201                                                               No complications
#> 202                                                                           <NA>
#> 203                                                               No complications
#> 204                                                                           <NA>
#> 205                                                                           <NA>
#> 206                                                                           <NA>
#> 207                                                                           <NA>
#> 208                                                                           <NA>
#> 209                                                                           <NA>
#> 210                                                                           <NA>
#> 211                                                                           <NA>
#> 212                                                                           <NA>
#> 213                                                                           <NA>
#> 214                                                                           <NA>
#> 215                                                                           <NA>
#> 216                                                                           <NA>
#> 217                                                                           <NA>
#> 218                                                               No complications
#> 219                                                                           <NA>
#> 220                                                                           <NA>
#> 221                                                                           <NA>
#> 222                                                                           <NA>
#> 223                                                                           <NA>
#> 224                                                                           <NA>
#> 225                                                                           <NA>
#> 226                                                               No complications
#> 227                                                                           <NA>
#> 228                                                               No complications
#> 229                                                                           <NA>
#> 230                                                                           <NA>
#> 231                                                                           <NA>
#> 232                                                               No complications
#> 233                                                                           <NA>
#> 234                                                                           <NA>
#> 235                                                                           <NA>
#> 236                                                                           <NA>
#> 237                                                                           <NA>
#> 238                                                                           <NA>
#> 239                                                                           <NA>
#> 240                                                                           <NA>
#> 241                                                                           <NA>
#> 242                                                                           <NA>
#> 243                                                                           <NA>
#> 244                                                                           <NA>
#> 245                                                                           <NA>
#> 246                                                                           <NA>
#> 247                                                                           <NA>
#> 248                                                                           <NA>
#> 249                                                                           <NA>
#> 250                                                                           <NA>
#> 251                                                                           <NA>
#> 252 End-organ diabetes-related disease (neuropathy, nefropathy, retinopathy, etc.)
#> 253                                                                           <NA>
#> 254                                                                           <NA>
#> 255                                                                           <NA>
#> 256                                                                           <NA>
#> 257                                                                           <NA>
#> 258                                                                           <NA>
#> 259                                                                           <NA>
#> 260                                                                           <NA>
#> 261                                                                           <NA>
#> 262                                                                           <NA>
#> 263                                                                           <NA>
#> 264                                                                           <NA>
#> 265                                                                           <NA>
#> 266                                                                           <NA>
#> 267                                                                           <NA>
#> 268                                                                           <NA>
#> 269                                                                           <NA>
#> 270                                                                           <NA>
#> 271                                                                           <NA>
#> 272                                                               No complications
#> 273                                                                           <NA>
#> 274                                                               No complications
#> 275                                                                           <NA>
#> 276                                                                           <NA>
#> 277                                                                           <NA>
#> 278                                                                           <NA>
#> 279                                                                           <NA>
#> 280                                                                           <NA>
#> 281                                                                           <NA>
#> 282                                                                           <NA>
#> 283                                                                           <NA>
#> 284                                                                           <NA>
#> 285                                                                           <NA>
#> 286                                                                           <NA>
#> 287                                                                           <NA>
#> 288                                                                           <NA>
#> 289                                                                           <NA>
#> 290                                                                           <NA>
#> 291                                                                           <NA>
#> 292                                                               No complications
#> 293                                                                           <NA>
#> 294                                                                           <NA>
#> 295                                                                           <NA>
#> 296                                                                           <NA>
#> 297                                                                           <NA>
#> 298                                                               No complications
#> 299                                                                           <NA>
#> 300                                                                           <NA>
#> 301                                                                           <NA>
#> 302 End-organ diabetes-related disease (neuropathy, nefropathy, retinopathy, etc.)
#> 303                                                               No complications
#> 304                                                                           <NA>
#> 305                                                                           <NA>
#> 306                                                               No complications
#> 307                                                                           <NA>
#> 308                                                                           <NA>
#> 309                                                                           <NA>
#> 310                                                                           <NA>
#> 311                                                               No complications
#> 312                                                                           <NA>
#> 313                                                                           <NA>
#> 314                                                                           <NA>
#> 315                                                                           <NA>
#> 316                                                                           <NA>
#> 317                                                                           <NA>
#> 318                                                                           <NA>
#> 319                                                                           <NA>
#> 320                                                                           <NA>
#> 321                                                                           <NA>
#> 322                                                                           <NA>
#> 323                                                                           <NA>
#> 324                                                                           <NA>
#> 325                                                                           <NA>
#> 326                                                                           <NA>
#> 327                                                                           <NA>
#> 328                                                                           <NA>
#> 329                                                                           <NA>
#> 330                                                                           <NA>
#> 331                                                                           <NA>
#> 332                                                                           <NA>
#> 333                                                                           <NA>
#> 334                                                                           <NA>
#> 335                                                               No complications
#> 336                                                                           <NA>
#> 337                                                               No complications
#> 338                                                                           <NA>
#> 339                                                               No complications
#> 340                                                                           <NA>
#> 341                                                                           <NA>
#> 342                                                                           <NA>
#>     copd fio2 available_analytics potassium resp_rate leuk_lymph acute_leuk
#> 1    Yes   21                 Yes      4.30        16         No       <NA>
#> 2   <NA>   21                 Yes      4.50        NA       <NA>       <NA>
#> 3     No   21                 Yes      3.66        16         No       <NA>
#> 4   <NA>   21                 Yes      4.10        NA       <NA>       <NA>
#> 5     No   21                 Yes      4.04        20         No       <NA>
#> 6   <NA>   21                  No        NA        NA       <NA>       <NA>
#> 7     No   21                 Yes      4.58        20         No       <NA>
#> 8   <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 9     No   21                 Yes      3.48        24         No       <NA>
#> 10  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 11   Yes   21                 Yes      4.09        12         No       <NA>
#> 12  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 13   Yes   21                 Yes      3.70        22        Yes         No
#> 14  <NA>   70                 Yes      7.15        NA       <NA>       <NA>
#> 15  <NA>   21                 Yes      4.03        NA        Yes       <NA>
#> 16  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 17    No   21                 Yes      3.95        16        Yes        Yes
#> 18  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 19    No   21                 Yes      4.11        24         No       <NA>
#> 20  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 21    No   21                 Yes      4.56        18         No       <NA>
#> 22  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 23    No   21                 Yes      3.47        18         No       <NA>
#> 24  <NA>   80                 Yes      3.10        NA       <NA>       <NA>
#> 25    No   21                 Yes      3.59        NA        Yes         No
#> 26  <NA>   40                 Yes      4.59        NA       <NA>       <NA>
#> 27    No   21                 Yes      3.56        NA        Yes         No
#> 28  <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 29    No   35                 Yes      4.02        20        Yes         No
#> 30  <NA>  100                  No        NA        NA       <NA>       <NA>
#> 31    No   21                 Yes      4.10        24         No       <NA>
#> 32  <NA>  100                  No        NA        NA       <NA>       <NA>
#> 33   Yes   21                 Yes      3.90        NA         No       <NA>
#> 34  <NA>   21                 Yes      3.90        NA       <NA>       <NA>
#> 35    No   21                 Yes      3.67        NA        Yes         No
#> 36    No   21                 Yes      3.92        18         No       <NA>
#> 37  <NA>   21                 Yes      4.61        NA       <NA>       <NA>
#> 38    No   21                 Yes      4.21        18         No       <NA>
#> 39  <NA>   21                 Yes      3.90        NA       <NA>       <NA>
#> 40   Yes   21                 Yes      4.00        16         No       <NA>
#> 41  <NA>   21                 Yes      4.38        NA       <NA>       <NA>
#> 42    No   21                 Yes      3.69        16         No       <NA>
#> 43  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 44    No   21                 Yes      4.24        18         No       <NA>
#> 45  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 46    No   21                 Yes      4.45        16         No       <NA>
#> 47  <NA>   21                 Yes      4.28        NA       <NA>       <NA>
#> 48    No   21                 Yes      5.00        16         No       <NA>
#> 49  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 50    No   21                 Yes      3.60        16         No       <NA>
#> 51  <NA>   21                 Yes      4.10        NA       <NA>       <NA>
#> 52   Yes   21                 Yes      4.10        16         No       <NA>
#> 53  <NA>   99                  No        NA        NA       <NA>       <NA>
#> 54    No   21                 Yes      4.00        24         No       <NA>
#> 55  <NA>   70                 Yes      4.20        NA       <NA>       <NA>
#> 56    No   21                 Yes      4.10        16         No       <NA>
#> 57  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 58    No   21                 Yes      3.30        20         No       <NA>
#> 59  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 60    No   21                 Yes      3.98        20         No       <NA>
#> 61  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 62    No   21                 Yes      4.60        24         No       <NA>
#> 63  <NA>   21                 Yes      4.00        NA       <NA>       <NA>
#> 64    No   NA                 Yes        NA        NA         No       <NA>
#> 65    No   NA                 Yes      4.20        NA         No       <NA>
#> 66    No   90                 Yes        NA        16         No       <NA>
#> 67    No   NA                 Yes      3.60        NA         No       <NA>
#> 68  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 69    No   NA                 Yes        NA        36         No       <NA>
#> 70    No   NA                 Yes        NA        NA         No       <NA>
#> 71    No   NA                 Yes        NA        NA         No       <NA>
#> 72    No   NA                 Yes        NA        NA        Yes         No
#> 73    No   NA                 Yes        NA        NA        Yes        Yes
#> 74    No   NA                 Yes        NA        NA        Yes         No
#> 75    No   NA                 Yes        NA        NA        Yes         No
#> 76    No   NA                 Yes        NA        NA        Yes         No
#> 77    No   21                 Yes      5.70        18         No       <NA>
#> 78    No   NA                 Yes        NA        NA        Yes         No
#> 79    No   21                 Yes      4.90        14         No       <NA>
#> 80    No   NA                 Yes        NA        NA        Yes         No
#> 81    No   NA                 Yes        NA        NA        Yes         No
#> 82   Yes   NA                 Yes        NA        NA         No       <NA>
#> 83    No   NA                 Yes        NA        NA         No       <NA>
#> 84    No   NA                 Yes        NA        NA        Yes         No
#> 85    No   NA                 Yes      3.98        16         No       <NA>
#> 86    No   21                  No        NA        14         No       <NA>
#> 87  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 88    No   21                 Yes      4.70        18        Yes         No
#> 89  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 90    No   24                 Yes      4.50        20        Yes         No
#> 91  <NA>   24                 Yes      4.50        NA       <NA>       <NA>
#> 92    No   NA                  No        NA        NA         No       <NA>
#> 93  <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 94    No   21                 Yes      3.20        17         No       <NA>
#> 95  <NA>   28                 Yes      3.40        NA       <NA>       <NA>
#> 96   Yes   21                 Yes      4.30        15         No       <NA>
#> 97  <NA>   21                  No        NA        NA       <NA>       <NA>
#> 98    No   21                 Yes      4.20        16         No       <NA>
#> 99  <NA>   21                 Yes      5.00        NA       <NA>       <NA>
#> 100  Yes   22                 Yes      4.70        NA         No       <NA>
#> 101 <NA>   NA                 Yes      2.90        NA       <NA>       <NA>
#> 102   No   NA                 Yes      4.00        22         No       <NA>
#> 103 <NA>   NA                 Yes      6.70        NA       <NA>       <NA>
#> 104   No   NA                 Yes      5.40        NA         No       <NA>
#> 105 <NA>   NA                 Yes      4.10        NA       <NA>       <NA>
#> 106   No   28                 Yes      3.60        30         No       <NA>
#> 107 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 108   No   24                 Yes      3.40        30        Yes       <NA>
#> 109 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 110 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 111   No   24                 Yes      5.10        NA         No       <NA>
#> 112 <NA>   21                 Yes      4.80        NA       <NA>       <NA>
#> 113  Yes   35                 Yes      4.60        NA         No       <NA>
#> 114 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 115   No   21                 Yes      2.50        NA         No       <NA>
#> 116 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 117   No   60                 Yes      3.60        35         No       <NA>
#> 118 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 119   No   21                 Yes      3.90        NA        Yes       <NA>
#> 120 <NA>   21                 Yes      4.00        NA       <NA>       <NA>
#> 121   No   21                 Yes      3.80        17         No       <NA>
#> 122 <NA>   28                 Yes      4.20        NA       <NA>       <NA>
#> 123   No   21                 Yes      3.00        18         No       <NA>
#> 124 <NA>  100                 Yes      3.80        NA       <NA>       <NA>
#> 125 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 126   No   21                 Yes      4.00        16        Yes       <NA>
#> 127 <NA>   21                 Yes      4.30        NA       <NA>       <NA>
#> 128   No   99                 Yes      3.50        30        Yes       <NA>
#> 129 <NA>   60                 Yes      3.40        NA       <NA>       <NA>
#> 130   No   21                 Yes      8.70        47        Yes       <NA>
#> 131 <NA>   21                 Yes      4.10        NA       <NA>       <NA>
#> 132   No   21                 Yes      3.90        16         No       <NA>
#> 133 <NA>   NA                 Yes      4.60        NA       <NA>       <NA>
#> 134   No   26                 Yes      3.30        16         No       <NA>
#> 135 <NA>   24                 Yes      3.20        NA       <NA>       <NA>
#> 136   No   21                 Yes      3.00        16         No       <NA>
#> 137   No   21                 Yes      5.10        12         No       <NA>
#> 138 <NA>   21                 Yes      4.00        NA       <NA>       <NA>
#> 139   No   21                 Yes      4.30        12         No       <NA>
#> 140 <NA>   26                 Yes      4.40        NA       <NA>       <NA>
#> 141   No   21                 Yes      4.40        NA         No       <NA>
#> 142 <NA>   28                 Yes      4.60        NA       <NA>       <NA>
#> 143   No   21                 Yes      4.10        NA         No       <NA>
#> 144   No   21                 Yes      3.90        12         No       <NA>
#> 145   No   26                 Yes      3.20        16         No       <NA>
#> 146 <NA>   50                  No        NA        NA       <NA>       <NA>
#> 147   No   21                 Yes      4.80        14         No       <NA>
#> 148 <NA>   21                 Yes      4.20        NA       <NA>       <NA>
#> 149   No   24                 Yes      5.40        15         No       <NA>
#> 150 <NA>   22                  No        NA        NA       <NA>       <NA>
#> 151   No   21                 Yes      3.60        25        Yes       <NA>
#> 152 <NA>   NA                 Yes      4.20        NA       <NA>       <NA>
#> 153   No   21                 Yes      4.40        NA        Yes       <NA>
#> 154 <NA>   90                 Yes      4.70        NA       <NA>       <NA>
#> 155   No   21                 Yes      4.90        22        Yes       <NA>
#> 156 <NA>   21                <NA>        NA        NA       <NA>       <NA>
#> 157   No   36                 Yes      5.10        26        Yes       <NA>
#> 158 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 159   No   21                 Yes      5.80        20        Yes       <NA>
#> 160 <NA>   21                 Yes      4.10        NA       <NA>       <NA>
#> 161   No   21                 Yes      4.20        25         No       <NA>
#> 162 <NA>   60                 Yes      5.10        NA       <NA>       <NA>
#> 163   No   21                 Yes      4.70        12         No       <NA>
#> 164   No   21                 Yes      5.20        12         No       <NA>
#> 165 <NA>   21                 Yes      4.60        NA       <NA>       <NA>
#> 166   No   21                 Yes      4.40        NA        Yes       <NA>
#> 167 <NA>   28                  No        NA        NA       <NA>       <NA>
#> 168   No   21                 Yes      4.10        15         No       <NA>
#> 169 <NA>   21                  No        NA        NA       <NA>       <NA>
#> 170   No   21                 Yes      4.10        12         No       <NA>
#> 171 <NA>   21                 Yes      3.70        NA       <NA>       <NA>
#> 172   No   21                 Yes      3.90        14         No       <NA>
#> 173 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 174   No   36                 Yes      4.20        22        Yes       <NA>
#> 175 <NA>   90                 Yes      3.10        NA       <NA>       <NA>
#> 176   No   21                 Yes      3.70        21        Yes       <NA>
#> 177 <NA>   NA                 Yes      3.90        NA       <NA>       <NA>
#> 178   No   28                 Yes      4.70        12        Yes       <NA>
#> 179   No   21                 Yes      5.50        30        Yes       <NA>
#> 180 <NA>   NA                 Yes      5.70        NA       <NA>       <NA>
#> 181   No   21                 Yes      3.80        24        Yes       <NA>
#> 182 <NA>   NA                 Yes      4.40        NA       <NA>       <NA>
#> 183   No   NA                 Yes      4.10        NA        Yes       <NA>
#> 184 <NA>   NA                 Yes      3.30        NA       <NA>       <NA>
#> 185   No   31                 Yes      4.90        NA         No       <NA>
#> 186  Yes   28                 Yes      3.90        NA        Yes       <NA>
#> 187 <NA>   NA                 Yes      3.80        NA       <NA>       <NA>
#> 188   No   21                 Yes      3.70        NA        Yes       <NA>
#> 189 <NA>   NA                 Yes      3.20        NA       <NA>       <NA>
#> 190  Yes   28                 Yes      4.00        NA        Yes       <NA>
#> 191   No   21                 Yes      3.60        NA        Yes       <NA>
#> 192 <NA>   NA                 Yes      4.30        NA       <NA>       <NA>
#> 193  Yes   21                 Yes      4.90        NA        Yes       <NA>
#> 194 <NA>   NA                 Yes      4.20        NA       <NA>       <NA>
#> 195   No   21                 Yes      3.10        NA        Yes       <NA>
#> 196 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 197   No   85                 Yes      3.40        NA        Yes         No
#> 198 <NA>   NA                <NA>        NA        NA       <NA>       <NA>
#> 199   No   21                 Yes      3.90        NA         No       <NA>
#> 200 <NA>   21                 Yes      3.90        NA       <NA>       <NA>
#> 201   No   21                 Yes        NA        NA        Yes         No
#> 202 <NA>   31                 Yes      3.90        NA       <NA>       <NA>
#> 203   No   21                 Yes        NA        NA        Yes         No
#> 204 <NA>   35                 Yes      3.30        NA       <NA>       <NA>
#> 205   No   26                 Yes      3.70        NA        Yes         No
#> 206 <NA>   21                  No        NA        NA       <NA>       <NA>
#> 207   No   NA                 Yes      4.00        14         No       <NA>
#> 208 <NA>   21                  No        NA        NA       <NA>       <NA>
#> 209   No   21                 Yes      4.02        32         No       <NA>
#> 210   No   21                 Yes      4.39        NA         No       <NA>
#> 211 <NA>   21                 Yes      4.37        NA       <NA>       <NA>
#> 212   No   21                 Yes      3.70        20        Yes       <NA>
#> 213 <NA>   NA                 Yes      4.58        NA       <NA>       <NA>
#> 214   No   21                 Yes      3.71        NA         No       <NA>
#> 215 <NA>   28                 Yes        NA        NA       <NA>       <NA>
#> 216   No   85                 Yes      4.23        32         No       <NA>
#> 217 <NA>   21                 Yes      4.71        NA       <NA>       <NA>
#> 218 <NA>   21                 Yes      4.60        34         No       <NA>
#> 219 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 220   No   21                 Yes      3.30        24        Yes       <NA>
#> 221 <NA>   21                 Yes      3.90        NA       <NA>       <NA>
#> 222   No   21                 Yes      4.26        16        Yes       <NA>
#> 223 <NA>   21                 Yes      4.80        NA       <NA>       <NA>
#> 224   No   21                 Yes      3.70        34        Yes       <NA>
#> 225 <NA>   50                 Yes      4.03        NA       <NA>       <NA>
#> 226   No   26                 Yes      4.79        24         No       <NA>
#> 227 <NA>   NA                 Yes      5.40        NA       <NA>       <NA>
#> 228   No   21                 Yes      3.70        14        Yes       <NA>
#> 229 <NA>   21                 Yes      4.60        NA       <NA>       <NA>
#> 230   No   NA                 Yes      4.10        NA        Yes         No
#> 231 <NA>   NA                  No        NA        NA       <NA>       <NA>
#> 232   No   21                 Yes        NA        NA        Yes         No
#> 233 <NA>   NA                 Yes      4.50        NA       <NA>       <NA>
#> 234   No   21                 Yes      5.70        NA        Yes         No
#> 235 <NA>   21                 Yes      4.40        NA       <NA>       <NA>
#> 236  Yes   21                 Yes      3.20        20        Yes         No
#> 237 <NA>   21                  No        NA        NA       <NA>       <NA>
#> 238   No   21                 Yes      3.80        16        Yes         No
#> 239 <NA>   21                  No        NA        NA       <NA>       <NA>
#> 240   No   21                 Yes      3.90        NA        Yes         No
#> 241 <NA>   36                 Yes      3.80        NA       <NA>       <NA>
#> 242   No   21                 Yes      3.90        20        Yes        Yes
#> 243 <NA>   28                 Yes      4.10        NA       <NA>       <NA>
#> 244   No   28                 Yes      4.00        30        Yes         No
#> 245 <NA>  100                  No        NA        NA       <NA>       <NA>
#> 246   No   21                 Yes      3.60        NA        Yes        Yes
#> 247 <NA>   40                 Yes      4.40        NA       <NA>       <NA>
#> 248   No   21                 Yes      4.20        25        Yes         No
#> 249 <NA>   21                 Yes      5.20        NA       <NA>       <NA>
#> 250  Yes   21                 Yes      3.30        20        Yes         No
#> 251 <NA>   21                 Yes      4.90        NA       <NA>       <NA>
#> 252   No   21                 Yes      5.50        22        Yes         No
#> 253 <NA>   24                 Yes      3.80        NA       <NA>       <NA>
#> 254   No   21                 Yes      3.30        23        Yes         No
#> 255 <NA>   21                 Yes      4.20        NA       <NA>       <NA>
#> 256  Yes   21                 Yes      3.90        20        Yes         No
#> 257 <NA>   36                 Yes      3.40        NA       <NA>       <NA>
#> 258   No   28                 Yes      3.70        23        Yes         No
#> 259 <NA>  100                 Yes      3.10        NA       <NA>       <NA>