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
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#> 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>
#> 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>
#>