id
int64
age_years
float64
sex
string
genotype
string
on_hydroxyurea
int64
hu_dose_mg_per_kg
float64
hemoglobin_gdl
float64
hbf_pct
float64
wbc_10e3_per_ul
float64
platelets_10e3_per_ul
int64
reticulocyte_pct
float64
ldh_ul
int64
total_bilirubin_mgdl
float64
voc_episodes_per_year
int64
transfusions_per_year
int64
pain_score_nrs
int64
spleen_status
string
hx_acute_chest_syndrome
int64
hx_stroke
int64
hx_splenic_sequestration
int64
hx_avascular_necrosis
int64
hx_priapism
int64
hx_leg_ulcers
int64
hx_gallstones
int64
hx_nephropathy
int64
hx_retinopathy
int64
hx_pulmonary_hypertension
int64
outcome
string
101
17.8
M
HbSS
0
0
7.6
9.1
19.8
579
12.8
320
3.2
1
1
3
auto_splenectomy
1
0
0
0
0
0
1
0
0
0
alive
102
6
F
HbSC
0
0
11.3
6.9
17.8
202
5.7
219
1.4
1
0
2
intact
0
0
0
0
0
0
0
0
0
0
alive
103
0.8
M
HbSC
0
0
8.7
6.3
9.7
273
4.1
338
1.8
2
0
2
intact
0
0
0
0
0
0
0
0
0
0
alive
104
1.5
F
HbSC
1
17.4
9.8
8.1
3
80
2.7
218
2.3
0
0
0
intact
0
0
0
0
0
0
0
0
0
0
alive
105
1.3
F
HbSC
0
0
10.4
0.2
7.8
80
1.7
251
0.7
1
0
3
intact
0
0
0
0
0
0
0
0
0
0
alive
106
15.5
F
HbSS
0
0
10
11.7
11
565
6.1
434
4.3
4
0
6
splenectomy
0
0
1
1
0
0
1
0
0
0
alive
107
4.4
M
HbSS
0
0
5.5
11.4
13.8
456
17.2
591
3.2
3
0
8
intact
1
0
0
0
0
0
0
0
0
0
alive
108
16.4
F
HbSC
0
0
8.3
3.4
7.6
240
3.1
349
0.7
0
0
1
intact
1
0
1
1
0
0
0
0
1
0
alive
109
0.7
F
HbSC
0
0
10.3
0.9
3.6
223
4.9
222
1.6
1
0
5
intact
0
0
0
0
0
0
0
0
0
0
alive
110
24.8
M
HbS_beta_thal
0
0
8
1.9
12.5
248
8.1
181
2.4
4
0
4
intact
1
0
1
0
1
0
1
1
1
0
alive
111
3.5
F
HbSS
1
16.4
8.7
18.3
14.4
421
9.5
669
2.4
1
0
5
intact
0
0
0
0
0
0
0
0
0
0
alive
112
17.7
M
HbS_beta_thal
1
18.2
10.1
14.6
14.9
308
1.4
438
1.1
0
0
2
intact
0
0
0
1
0
1
1
0
0
0
alive
113
4.8
M
HbSS
0
0
7.9
11.7
9.8
245
10.5
319
1.7
1
1
3
intact
0
0
0
0
0
0
1
0
0
0
alive
114
1.3
M
HbSS
1
16.4
7.2
19.6
3.7
239
17.9
891
4.8
1
1
4
intact
0
0
0
0
0
0
0
0
0
0
alive
115
12.6
F
HbSS
1
18.3
8.4
20.3
8.6
80
6
405
3
1
0
3
auto_splenectomy
1
0
0
1
0
0
0
0
0
0
alive
116
1.1
M
HbSS
1
15.8
8.5
24.8
10.5
207
7.5
629
2.8
0
0
1
intact
0
0
0
0
0
0
0
0
0
0
alive
117
46.9
M
HbSS
1
15.5
7.3
19.1
5.2
223
10
343
2.5
0
0
1
auto_splenectomy
1
0
0
1
1
0
1
1
0
0
alive
118
51.1
M
HbSS
1
17.4
8.4
16.3
6
380
4.6
830
2.4
0
0
2
auto_splenectomy
0
0
0
1
0
1
1
0
0
1
alive
119
10.5
M
HbSS
0
0
8.3
11.7
10.9
254
12.9
215
1.1
2
1
3
auto_splenectomy
1
0
1
0
0
0
0
0
0
0
alive
120
0.7
M
HbS_beta_thal
0
0
8.9
5.2
8
265
4.6
727
3.4
2
3
4
intact
0
0
0
0
0
0
0
0
0
0
alive
121
31.5
F
HbS_beta_thal
0
0
7.3
4.7
12.6
213
5.3
355
1.1
2
1
3
intact
1
0
1
0
0
1
0
0
0
0
alive
122
3.6
M
HbSC
0
0
11.6
1.6
8.7
259
7.2
291
3.2
2
0
4
intact
1
0
0
0
0
0
1
0
0
0
alive
123
17.2
F
HbS_beta_thal
0
0
8
5.1
13.8
531
6.2
585
3.2
0
0
1
intact
0
0
0
0
0
0
0
1
0
0
alive
124
14.5
F
HbSC
0
0
9.4
3
8.9
167
4.3
308
1.8
0
0
1
intact
0
0
1
0
0
0
1
0
1
0
alive
125
3.3
F
HbS_beta_thal
1
17.4
9
11.8
16.9
301
9.2
466
4
0
0
0
intact
0
0
0
0
0
0
0
0
0
0
alive
126
17.2
F
HbSS
0
0
6.5
7.6
10.5
306
11.1
451
0.9
5
2
5
auto_splenectomy
1
0
0
0
0
1
1
0
0
0
alive
127
6.7
M
HbSS
1
14.9
8
14.6
14.3
149
6.2
350
4.1
0
1
2
intact
1
0
0
0
0
0
1
0
0
1
alive
128
4.2
F
HbSC
0
0
9.2
5.1
8.9
289
6.2
180
1.3
1
0
5
intact
0
0
0
0
0
0
0
0
0
0
alive
129
19.8
M
HbSS
1
17.2
8.9
17.5
4.5
428
8.5
526
2.7
1
1
3
auto_splenectomy
0
0
1
0
1
0
0
1
0
1
alive
130
1.4
M
HbSC
0
0
6
4.1
10.8
216
1
246
2.3
0
0
0
intact
0
0
0
0
0
0
0
0
0
0
alive
131
1.7
M
HbSS
1
17.2
7.3
16.6
8.9
378
3
460
4.6
3
0
7
intact
0
0
0
0
0
0
0
0
0
0
alive
132
2.4
F
HbSS
1
12.9
6.7
15.1
15.1
435
10.1
578
3.6
2
0
3
intact
0
0
0
0
0
0
0
0
0
0
alive
133
20.8
F
HbSS
1
17.8
8.1
22
8.3
208
2.8
377
2.1
0
0
2
auto_splenectomy
0
0
0
0
0
0
0
0
1
1
alive
134
2.5
M
HbSC
0
0
8.9
0.6
10.1
174
5.1
372
3.6
1
0
4
intact
0
0
1
0
0
0
0
0
0
0
alive
135
0.5
F
HbSS
0
0
6.4
7.2
9.1
228
8.3
345
1.2
2
1
4
intact
0
0
0
0
0
0
0
0
0
0
alive
136
0.8
M
HbSS
0
0
7.3
2.6
15
491
6.5
780
3.6
1
0
4
intact
0
0
0
0
0
0
0
0
0
0
alive
137
1.4
M
HbSS
1
18.4
7.8
7.6
3
542
13.6
820
5.8
0
0
1
intact
0
0
0
0
0
0
0
0
0
0
alive
138
14.4
M
HbSS
1
16.2
10.1
17.7
12.9
249
9.3
649
4.1
0
0
1
auto_splenectomy
0
0
0
0
0
0
0
0
0
0
alive
139
3.5
F
HbSS
0
0
6.8
0.5
5.7
442
8
633
1.2
3
1
7
intact
0
0
0
0
0
0
0
0
0
0
alive
140
32.5
M
HbSC
0
0
12.5
1.1
13.4
126
5.2
207
1.5
4
0
7
splenectomy
0
0
1
1
1
0
1
0
0
0
alive
141
0.8
M
HbSS
0
0
8.4
12.5
8.8
300
3.7
142
1.7
1
1
2
intact
0
0
0
0
0
0
0
0
0
0
alive
142
2.7
M
HbS_beta_thal
0
0
6.7
0.3
9.8
316
7
280
1.5
1
0
3
intact
0
0
0
0
0
0
0
0
0
0
alive
143
7.9
F
HbSS
1
20.7
7.9
20.6
7.3
119
7
413
0.6
1
1
2
auto_splenectomy
1
0
0
0
0
0
0
0
0
0
alive
144
1.1
F
HbS_beta_thal
1
16.4
8.3
11
8.1
324
3.7
477
1.8
1
0
4
intact
0
0
0
0
0
0
0
0
0
0
alive
145
5.7
M
HbSC
0
0
10.1
2.4
8.4
140
0.5
412
1.7
1
0
2
intact
0
0
0
0
0
0
0
0
0
0
alive
146
18.9
F
HbSC
1
19.9
10.5
12
15.5
87
2.2
367
0.2
1
0
4
intact
0
0
0
0
0
0
0
0
0
1
alive
147
19.7
F
HbSC
0
0
8.2
4.9
8.8
195
0.7
333
0.4
1
0
4
intact
0
0
1
0
0
0
1
0
1
0
alive
148
33.3
M
HbSS
1
19.5
7
11.7
8.9
194
4.5
689
3.3
1
0
4
auto_splenectomy
1
1
0
0
1
0
1
1
0
1
alive
149
51
M
HbSS
1
17.3
8.4
18.7
5.6
385
10
295
3.9
0
0
1
auto_splenectomy
1
1
0
1
1
1
1
0
1
1
alive
150
15.9
F
HbSS
1
17.7
8.7
17.8
17.9
353
4.6
526
3
1
1
5
auto_splenectomy
1
0
0
0
0
0
1
1
1
0
alive
151
12.8
M
HbSS
1
15.9
6.9
6.4
10.1
460
12.1
557
5.4
4
0
5
auto_splenectomy
1
0
0
1
0
0
0
0
0
0
alive
152
8.6
M
HbSS
1
19.4
8.6
15.5
11.3
242
3.2
304
2.3
0
1
1
auto_splenectomy
0
0
0
0
0
0
0
0
0
0
alive
153
25.9
F
HbSS
0
0
8.6
0.8
8.1
485
8.6
460
2.4
2
1
3
auto_splenectomy
1
1
0
0
0
0
0
0
0
0
alive
154
3.9
F
HbSC
1
20.9
13.7
12
7.6
223
3.1
485
1.2
0
0
1
intact
0
0
0
0
0
0
1
0
0
0
alive
155
2.4
F
HbSS
1
16.7
8.1
16.6
14.4
559
5.9
591
3.3
2
0
5
intact
0
0
0
0
0
0
0
0
0
0
alive
156
7.9
F
HbSS
1
15
6.5
21.4
17.4
444
5.8
229
4
1
0
5
auto_splenectomy
0
0
0
0
0
0
1
0
0
0
alive
157
3.1
M
HbSS
0
0
5.6
3.1
13.4
476
8.7
459
2.8
4
0
6
intact
0
0
0
0
0
0
0
0
0
0
alive
158
3
F
HbSS
1
16.2
6.7
14.6
3.1
433
19.5
512
4.8
1
1
4
intact
0
0
0
0
0
0
0
0
0
0
alive
159
4.1
M
HbSS
0
0
6.7
1.3
22.6
270
13.8
543
4.8
6
0
7
auto_splenectomy
0
0
0
0
0
0
0
0
0
0
alive
160
4.8
F
HbSC
0
0
9.9
0.7
7
438
4.6
518
1.2
2
0
3
intact
0
0
0
0
0
0
0
0
0
0
alive
161
26.2
M
HbSS
0
0
8.4
1.6
12.6
669
6.9
362
4.2
4
2
4
auto_splenectomy
1
1
0
1
1
0
0
0
0
0
alive
162
3.6
M
HbSC
0
0
10.2
6.8
8.3
256
4.6
192
0.5
4
0
6
intact
0
0
0
0
0
0
0
0
0
0
alive
163
29.1
M
HbSS
1
19.8
6.5
0.5
10
168
6.1
704
1.6
2
1
2
auto_splenectomy
0
0
0
0
0
0
1
0
1
0
alive
164
27.1
F
HbSS
1
16.8
9.2
8.6
7.3
564
6.6
758
6.5
1
2
3
auto_splenectomy
0
0
0
1
0
0
0
0
0
0
alive
165
13.7
F
HbSS
1
17.9
7.8
13.2
3
375
9.8
654
5.1
0
0
2
auto_splenectomy
1
0
0
0
0
0
0
0
0
0
alive
166
13.2
F
HbSS
0
0
6.2
17.4
11.2
427
9.7
346
1.2
2
0
4
auto_splenectomy
1
1
0
1
0
0
1
0
0
0
alive
167
17.2
M
HbSS
0
0
7.8
3.2
11.5
326
8.6
140
0.3
1
1
2
auto_splenectomy
1
0
1
0
1
0
0
0
0
0
alive
168
1.4
M
HbSS
0
0
8.1
13.6
3
434
10.9
235
4.3
4
0
7
intact
0
0
0
0
0
0
0
0
0
0
alive
169
1.6
F
HbSC
1
16.4
12.6
12
12.1
288
0.6
302
1.8
0
0
0
intact
0
0
0
0
0
0
0
0
0
0
alive
170
1.9
M
HbSC
0
0
12.3
2.5
7.1
118
5.7
321
0.8
3
1
5
intact
0
0
0
0
0
0
0
0
0
0
alive
171
1.9
F
HbSS
1
15.5
8.9
14.8
4.4
511
1
529
2.8
0
0
1
intact
0
0
0
0
0
0
0
0
0
0
alive
172
28.1
F
HbSC
0
0
8
3.7
6.9
385
6
322
0.2
1
0
3
intact
0
0
1
0
0
0
1
0
1
0
alive
173
16.8
F
HbSC
1
17.3
10.5
10.2
10.5
222
2.9
402
2.8
0
0
2
splenectomy
0
0
1
1
0
0
1
0
1
0
alive
174
40.1
M
HbSS
1
15.8
10.2
19.2
9.2
394
8.2
657
2.1
0
0
2
auto_splenectomy
1
1
0
0
0
0
1
1
1
0
alive
175
5.7
F
HbSS
0
0
8.7
8.2
14.2
224
8.9
589
2.7
4
1
6
intact
0
0
1
0
0
0
0
0
0
0
alive
176
13
F
HbSS
1
18.5
5.3
10.3
11.9
533
7.4
402
4.6
0
2
1
auto_splenectomy
1
0
0
0
0
0
1
0
0
0
alive
177
9
F
HbSC
0
0
10.5
4.5
8.1
218
5.6
367
1.2
0
0
2
intact
0
0
0
0
0
0
1
0
0
0
alive
178
8.7
F
HbSS
0
0
6
0.5
5.6
298
11.3
167
0.6
9
0
7
auto_splenectomy
1
0
0
0
0
0
0
0
0
0
alive
179
16.8
M
HbSS
0
0
8
15.8
17.4
141
11.6
691
2.3
2
0
4
auto_splenectomy
1
0
0
0
1
0
1
1
1
1
alive
180
9.2
F
HbSS
0
0
7.2
9.7
14.7
429
12.9
543
2.1
5
1
6
auto_splenectomy
1
1
0
0
0
0
0
0
0
0
died
181
37.4
M
HbSS
1
13.7
7.8
12.6
8.3
411
5.2
714
1.5
2
0
4
auto_splenectomy
1
0
0
0
0
0
1
1
0
1
alive
182
0.6
F
HbSS
0
0
7.3
12.2
14.5
140
10.5
352
1
2
2
5
intact
0
0
0
0
0
0
0
0
0
0
alive
183
14.5
F
HbSS
1
17.6
8.6
10.3
11.5
527
9.5
453
2.8
0
0
2
auto_splenectomy
0
0
0
0
0
0
0
0
0
1
alive
184
16
F
HbS_beta_thal
1
17.5
10.7
13.3
6.7
175
2.6
534
1.6
0
0
2
intact
0
0
0
0
0
0
0
0
0
0
alive
185
4.7
M
HbSS
1
18.7
8.6
19.7
6.1
234
10.6
528
2.7
3
0
6
auto_splenectomy
0
0
0
0
0
0
0
0
0
0
alive
186
13.6
F
HbSS
1
18.1
9
21.6
10.2
264
8.8
339
3.2
0
1
0
auto_splenectomy
1
0
0
0
0
0
0
0
1
0
alive
187
2.9
M
HbSS
0
0
7
3.9
10.7
338
12.9
325
1.8
1
2
3
intact
0
0
0
0
0
0
0
0
0
0
alive
188
2.4
M
HbSS
1
16.8
7.4
19.3
13.6
372
11.2
732
3.2
1
1
3
intact
0
0
0
0
0
0
0
0
0
0
alive
189
43.8
F
HbSC
0
0
9.3
2.8
4.9
282
3
311
1.4
1
2
4
splenectomy
1
0
1
1
0
0
1
0
1
0
alive
190
4.2
M
HbS_beta_thal
1
17.4
8.3
15.4
7.9
208
2
453
0.8
1
0
4
intact
0
0
0
0
0
0
1
0
0
0
alive
191
11.6
M
HbSC
1
19.4
14
12
3
258
4.6
241
1.8
0
0
1
intact
0
0
0
0
0
1
0
1
0
0
alive
192
14.9
F
HbSS
1
18.7
8.2
19.9
8.4
469
7.7
437
4
0
1
2
auto_splenectomy
1
0
0
0
0
0
0
1
1
0
alive
193
5
F
HbSC
0
0
11.9
0.2
3
277
2.7
168
1.2
2
0
5
intact
0
0
0
0
0
0
0
0
0
0
alive
194
17.7
F
HbSC
0
0
14
0.3
11.7
189
1.1
239
0.4
1
1
5
intact
1
0
0
0
0
0
0
0
1
0
alive
195
1.8
F
HbSS
1
20.3
5.8
12.9
5.5
319
9
342
3.9
2
0
3
intact
0
0
0
0
0
0
0
0
0
0
alive
196
12.7
F
HbS_beta_thal
1
20.9
8.4
13.9
3
287
12.1
519
2
1
0
4
intact
0
0
0
0
0
0
0
0
1
0
alive
197
9.8
M
HbSC
1
16.9
9.6
12
6.4
154
1
507
1.4
0
1
2
intact
0
0
0
0
0
0
1
0
0
0
alive
198
1.2
M
HbSC
0
0
10.7
2.6
8.8
216
6.8
304
0.4
0
1
1
intact
0
0
0
0
0
0
0
0
0
0
alive
199
23
F
HbSS
0
0
8
7.4
14.2
337
7.8
679
5.8
3
1
5
auto_splenectomy
1
0
0
0
0
0
0
1
0
0
alive
200
8.1
F
HbSS
1
22.4
5.9
16.9
7.9
219
1
572
2.3
0
1
2
auto_splenectomy
0
0
0
0
0
0
1
0
0
0
alive