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
1
14.6
F
HbSS
1
12.5
9.1
13
15.5
238
11.3
100
2.3
0
1
1
auto_splenectomy
0
0
0
0
0
0
1
0
1
0
alive
2
29.9
F
HbSS
1
17.1
6.5
15.1
3.4
341
10.2
370
2.5
2
0
3
auto_splenectomy
0
0
0
1
0
0
0
1
0
0
alive
3
2
M
HbS_beta_thal
0
0
8.3
5.8
15.2
245
8.6
439
0.3
2
2
5
intact
0
0
0
0
0
0
0
0
0
0
alive
4
16.7
M
HbSS
1
16.2
8.5
16.1
8.2
568
13.4
347
4
3
0
7
auto_splenectomy
0
1
0
0
1
0
1
1
0
0
alive
5
1.2
F
HbSS
1
14
8.8
17.2
5.4
214
10.4
601
2.6
0
1
1
intact
0
0
0
0
0
0
0
0
0
0
alive
6
4.8
M
HbSS
1
16.5
9.6
24
17
531
8.2
233
2.5
2
0
3
intact
0
0
0
0
0
0
0
0
0
0
alive
7
16.9
F
HbSS
1
19
8.2
13.4
8.7
187
11.2
826
6.6
1
0
4
auto_splenectomy
0
0
1
0
0
1
0
1
0
0
alive
8
6.6
F
HbSC
1
14.7
11.7
11.2
6.8
316
5
276
2.5
1
0
4
splenectomy
0
0
1
0
0
0
0
0
0
0
alive
9
5.4
F
HbSS
1
20.2
8.6
12.8
9.7
559
11.2
399
4.4
1
1
5
intact
0
0
0
0
0
0
0
0
0
0
alive
10
28.7
M
HbSC
1
15.9
12.4
10.9
4.6
119
0.5
235
1.4
3
0
8
splenectomy
0
0
1
0
1
1
1
0
1
0
alive
11
14.1
M
HbSC
0
0
12.4
4.6
9.6
100
4.6
135
2.2
1
0
5
intact
0
0
0
0
0
0
1
0
1
0
alive
12
52.9
F
HbSS
1
17.7
9.5
16.8
14.1
469
8.7
471
1
0
1
0
auto_splenectomy
1
0
0
1
0
0
1
0
1
0
alive
13
13.2
M
HbSC
0
0
10
1
6
191
0.5
398
1.7
0
0
1
intact
0
1
0
0
0
0
0
0
0
0
alive
14
5.3
F
HbSS
1
16.3
9.9
20.5
12.6
441
8.9
761
2.2
2
0
3
auto_splenectomy
0
0
0
0
0
0
0
0
0
0
alive
15
4
M
HbSS
1
16.7
7.8
15.1
19.5
255
13.5
227
3.2
1
0
3
intact
0
0
0
0
0
0
1
0
0
0
alive
16
17.8
M
HbSS
1
17.2
8.1
11.4
7.4
403
7
307
4.3
1
0
5
auto_splenectomy
0
0
0
1
1
0
1
0
0
0
alive
17
3.1
M
HbSS
0
0
7
9.7
17.4
581
1
479
0.5
5
2
6
intact
0
0
0
0
0
0
1
0
0
0
alive
18
6.3
M
HbSS
1
18.8
11
17.3
14.8
256
6.9
720
3.8
1
1
4
intact
0
0
0
0
0
0
0
0
0
0
alive
19
1.2
F
HbSS
1
17.3
10
12.3
9.4
404
11
584
1
2
0
4
intact
0
0
0
0
0
0
0
0
0
0
alive
20
4
F
HbSS
1
18.9
6.6
18.2
3.4
222
8.4
345
3.3
0
2
2
intact
0
0
1
0
0
0
0
0
0
0
alive
21
10.8
F
HbSC
0
0
10.4
1.4
6.7
352
4.8
325
1.5
1
0
2
splenectomy
0
0
1
0
0
0
1
0
1
0
alive
22
13.9
F
HbSS
1
18
7.2
13.7
3
255
5.8
610
2.1
0
0
2
auto_splenectomy
0
0
0
0
0
0
1
0
0
0
alive
23
31.7
M
HbSS
0
0
8.5
6.7
13.2
376
12.8
741
1.5
1
1
2
auto_splenectomy
1
1
0
1
0
1
1
0
0
0
alive
24
2.9
M
HbS_beta_thal
1
18.3
11.5
11.1
7.7
219
9.8
241
3.1
0
0
0
intact
0
0
0
0
0
0
0
0
0
0
alive
25
12.8
F
HbSS
1
17.1
5.5
20.6
9.5
289
5.5
487
2.5
0
0
2
auto_splenectomy
0
0
0
0
0
0
1
0
0
0
alive
26
2
M
HbS_beta_thal
0
0
5.8
2.9
13.3
276
4.6
407
2.8
0
2
0
intact
0
0
0
0
0
0
0
0
0
0
alive
27
16
M
HbSC
1
19.7
12.3
12
10.5
211
1.8
387
0.9
0
0
2
intact
0
0
1
0
0
0
0
0
0
0
alive
28
16.7
M
HbSS
1
17.9
7.8
8.5
18.5
609
7.6
653
4
2
0
3
splenectomy
1
0
1
0
0
0
0
0
0
0
alive
29
9
F
HbSS
1
16.4
8.6
22.6
4.7
313
1
298
0.6
1
1
3
auto_splenectomy
1
0
0
0
0
0
0
0
0
0
alive
30
0.7
M
HbSC
0
0
7.2
2
10.1
197
2.9
227
1.6
2
2
4
intact
0
0
0
0
0
0
0
0
0
0
alive
31
14.8
M
HbSC
0
0
9.6
1
11.8
180
1.5
374
0.2
1
0
4
splenectomy
1
0
1
0
0
0
0
0
0
0
alive
32
10.4
F
HbSC
0
0
12.3
0.9
9.2
170
4
248
0.7
1
0
4
intact
1
0
0
0
0
0
0
0
0
0
alive
33
15.3
F
HbSC
0
0
8.1
1.9
10.4
304
2.6
228
1.4
2
0
5
intact
1
0
1
0
0
0
0
0
0
0
alive
34
7.1
M
HbSS
1
20.4
8.4
16.5
8.4
290
7.2
100
2.4
0
0
0
intact
0
0
0
0
0
0
1
0
0
0
alive
35
1.2
F
HbSS
1
16.6
8.9
23.5
15.7
349
3.5
390
1.9
0
0
0
intact
0
0
0
0
0
0
0
0
0
0
alive
36
3.2
M
HbS_beta_thal
0
0
5.9
2.2
7.9
167
9.8
491
2.1
3
3
4
intact
0
0
0
0
0
0
0
0
0
0
alive
37
22
M
HbSS
1
16.9
8.8
18
7.1
571
5.2
166
3.2
0
0
1
auto_splenectomy
0
0
0
1
0
0
1
0
1
0
alive
38
0.9
M
HbSS
0
0
7.7
6.5
18.1
403
6.7
381
3.2
3
1
5
intact
0
0
0
0
0
0
0
0
0
0
alive
39
4
M
HbSS
0
0
7.1
14.1
16.3
176
9.3
251
5.2
1
0
5
intact
0
0
0
0
0
0
1
0
0
0
alive
40
10.5
M
HbSC
0
0
9
3.4
6.9
92
1.5
275
2
0
0
1
intact
0
0
0
0
0
0
0
0
0
0
alive
41
14.4
F
HbSC
0
0
11.3
0.3
9.9
326
5
264
1.5
1
0
5
intact
1
0
0
0
0
0
0
0
0
0
alive
42
20.8
M
HbSS
0
0
7.7
15
20.2
464
10.2
494
3.1
5
0
5
auto_splenectomy
1
0
0
0
0
1
0
0
0
0
alive
43
0.6
F
HbSS
0
0
7.3
5.4
21.4
277
15.2
100
2.6
3
2
7
intact
0
0
0
0
0
0
0
0
0
0
alive
44
14.8
M
HbSS
1
16.4
7.9
17.6
8.7
518
7.3
294
1.6
5
0
6
auto_splenectomy
1
1
0
1
0
0
1
0
0
0
alive
45
3.5
M
HbSS
1
14.7
7.2
20.1
14.4
181
5.1
287
2.6
0
0
1
intact
0
0
0
0
0
0
0
0
0
0
alive
46
4.1
F
HbS_beta_thal
1
15.9
10.3
15.2
10.3
360
3.5
208
1.5
1
0
3
intact
0
0
0
0
0
0
0
0
0
0
alive
47
7.7
F
HbSS
1
18.4
9.4
19.5
10.7
461
8.9
434
0.6
0
0
0
intact
0
0
0
0
0
0
1
0
0
0
alive
48
3.9
M
HbS_beta_thal
1
18.4
10.8
14.1
6.8
266
9.8
549
1.8
1
1
4
intact
0
0
0
0
0
0
0
0
0
0
alive
49
2.3
M
HbSS
1
17
8.5
22.6
11.9
353
1
749
1.5
0
0
1
intact
0
0
0
0
0
0
0
0
0
0
alive
50
1.9
F
HbSC
0
0
7.2
0.2
6.4
289
6.3
334
2.9
0
0
1
intact
0
0
0
0
0
0
0
0
0
0
alive
51
29.9
M
HbSS
1
18.7
7.8
15.3
3
263
1
232
3.9
0
0
0
auto_splenectomy
0
0
0
1
0
1
1
1
0
0
alive
52
4.9
F
HbSC
0
0
7.5
0.2
3.7
312
7.3
293
2.3
2
0
3
intact
0
0
0
0
0
0
0
0
0
0
alive
53
16.3
F
HbSS
1
19
6.8
22.6
7.2
424
8.2
116
1.7
1
0
4
auto_splenectomy
0
0
0
0
0
0
0
0
0
0
alive
54
6.9
M
HbSC
0
0
10.8
0.2
9.9
137
5.1
164
1.9
0
0
0
intact
0
0
0
0
0
0
0
0
0
0
alive
55
1.9
F
HbSC
0
0
11.2
2.7
8.8
369
2.4
247
2
0
0
0
intact
0
0
0
0
0
0
0
0
0
0
alive
56
6.4
M
HbSS
1
15.6
8.9
15.3
4.9
464
3.3
956
1.2
1
0
3
intact
0
1
1
0
0
0
0
0
0
0
alive
57
3.7
F
HbS_beta_thal
0
0
6.3
7.4
12.4
213
12.1
449
1.9
3
0
5
intact
0
0
0
0
0
0
0
0
0
0
alive
58
4.6
F
HbSS
1
16.7
8.4
22.6
17.6
363
3.2
248
0.9
0
0
0
intact
0
0
0
0
0
0
0
0
0
0
alive
59
16.3
F
HbSS
1
20.5
7.5
16.7
11.3
484
1
498
3.7
1
0
2
auto_splenectomy
1
0
0
1
0
0
1
0
0
0
alive
60
9.4
F
HbSS
0
0
3.8
10.3
24.8
481
11.2
445
3.3
0
2
0
auto_splenectomy
0
0
0
0
0
0
0
0
0
0
alive
61
9.5
F
HbSS
1
17.5
10.3
14.8
15.7
398
14.8
718
3.3
1
1
3
auto_splenectomy
0
0
0
0
0
0
0
1
0
0
alive
62
1.1
M
HbSC
0
0
10.2
2.4
11.9
203
4.2
281
0.4
2
0
4
intact
0
0
0
0
0
0
0
0
0
0
alive
63
1.2
M
HbSC
0
0
10.3
0.2
7.7
303
4.3
315
0.8
0
0
1
intact
0
0
0
0
0
0
0
0
0
0
alive
64
2.4
M
HbSS
1
17.8
9.2
12.1
13.6
506
2.2
419
2.3
1
0
3
intact
1
0
0
0
0
0
0
0
0
0
alive
65
1.4
M
HbSC
0
0
10.4
1.1
5.5
246
2.9
285
2.2
1
1
4
intact
0
0
0
0
0
0
0
0
0
0
alive
66
4.8
F
HbSS
0
0
4.9
7.4
9.8
383
7.7
264
3.6
4
2
5
auto_splenectomy
1
0
0
0
0
0
0
0
0
0
died
67
7.4
M
HbSS
1
15.9
11
16
7.1
243
12
325
4.9
1
0
4
splenectomy
1
0
1
0
0
0
0
0
0
0
died
68
5.2
F
HbSC
1
16.2
8.9
11.9
8.9
268
3.7
327
2.4
0
0
0
intact
0
0
0
0
0
0
0
0
0
0
alive
69
44.6
M
HbSS
1
17.2
7.1
13.3
8.6
530
10.2
636
2.7
1
0
5
auto_splenectomy
1
1
0
0
1
1
0
1
1
0
alive
70
12.5
M
HbSS
0
0
8.6
0.5
10.7
352
8.1
436
3.8
0
0
1
auto_splenectomy
0
0
0
0
0
0
0
0
0
0
alive
71
8.4
M
HbSS
1
21.5
8.7
22.5
3
531
5.7
763
2.4
0
2
1
auto_splenectomy
0
0
0
0
0
0
0
0
0
0
alive
72
46.4
F
HbSS
0
0
8
2.6
7
456
1
257
4.2
1
1
3
auto_splenectomy
1
1
0
1
0
1
1
1
1
0
alive
73
6.9
M
HbSS
1
15.7
7.8
12.1
17.2
581
8.3
755
5.3
2
0
3
intact
0
0
0
0
0
0
1
0
0
0
died
74
3.6
M
HbSS
0
0
7
5.4
12.9
191
12.3
434
3.1
5
1
7
intact
0
0
0
0
0
0
1
0
0
0
alive
75
5.2
M
HbSS
1
17.8
8.4
12.3
10.2
161
6.4
277
1.7
1
0
3
intact
0
0
0
0
0
0
0
0
0
0
alive
76
33.2
F
HbSC
1
17.9
8
10.6
8.3
222
4.5
205
1.1
0
0
2
intact
0
0
1
0
0
0
1
1
1
0
alive
77
1.3
M
HbSS
1
16.4
9
16.1
11.2
612
7.3
403
1.5
1
1
3
intact
0
0
0
0
0
0
0
0
0
0
alive
78
1.5
F
HbSC
0
0
9.6
5
10.7
365
4.7
100
2
0
0
2
intact
0
0
0
0
0
0
0
0
0
0
alive
79
4
M
HbSC
1
17.5
11
11.5
10.5
186
3.5
192
0.3
1
0
3
splenectomy
0
0
1
0
0
0
0
0
0
0
alive
80
16.6
M
HbSS
1
19.4
7.6
14.9
12.8
195
14.3
307
2.9
0
1
1
auto_splenectomy
1
0
0
1
1
0
0
1
1
0
alive
81
1.9
F
HbSS
0
0
7
9.5
14.5
674
7.6
563
2.9
6
1
9
intact
0
0
0
0
0
0
0
0
0
0
died
82
2.1
F
HbSS
1
19.6
9.1
18.7
11.4
143
6.5
305
2.3
1
1
3
intact
0
0
0
0
0
0
0
0
0
0
alive
83
7.6
F
HbSC
1
16.4
10.1
10.5
5.6
176
1.7
207
1.5
0
0
0
intact
0
0
0
0
0
0
0
0
0
0
alive
84
31.7
M
HbSC
0
0
9.1
1.8
8.8
80
9
352
1.8
1
0
2
splenectomy
1
0
1
0
1
1
1
0
1
0
alive
85
4.9
F
HbSS
0
0
6.3
8.5
7.1
444
3.3
246
1.9
8
1
9
auto_splenectomy
0
0
0
0
0
0
0
0
0
0
alive
86
3.5
F
HbSS
0
0
9
2.5
14
112
10.1
847
3.8
1
1
3
splenectomy
0
0
1
0
0
0
1
0
0
0
alive
87
4.8
F
HbSS
0
0
4.3
8.2
10.4
539
9.6
212
2.8
3
3
4
auto_splenectomy
0
0
0
0
0
0
0
0
0
0
alive
88
2.1
M
HbSS
1
15.6
6.9
5.7
9.6
338
9.8
704
2.6
1
0
4
intact
0
0
0
0
0
0
0
0
0
0
alive
89
11.9
M
HbSS
1
16.3
6.4
12.3
10.3
495
8.3
474
2.6
0
1
1
splenectomy
0
0
1
0
0
0
0
1
0
0
alive
90
30.7
M
HbSS
1
17.4
8.3
26.1
10
303
8.5
365
0.7
1
0
3
auto_splenectomy
1
0
0
0
1
0
1
0
1
0
alive
91
33.2
F
HbSS
0
0
5.2
4.4
17.8
532
5.5
468
3.2
2
4
5
splenectomy
1
0
1
1
0
0
1
0
0
0
alive
92
7.2
F
HbSC
0
0
9.4
5.6
11.3
279
4.1
144
2.6
1
0
2
intact
0
0
0
0
0
0
0
0
0
0
alive
93
16
M
HbSS
1
16.4
9.1
18.5
7.1
253
10.3
720
5.6
0
0
1
auto_splenectomy
0
0
0
0
0
0
0
1
0
0
alive
94
2.3
M
HbSS
1
18.6
6.9
15.7
3
80
10.4
329
0.3
2
1
2
intact
0
0
0
0
0
0
0
0
0
0
alive
95
13.6
M
HbSS
1
20.9
6.8
18.2
12.1
125
13.2
361
3.4
0
2
1
auto_splenectomy
0
0
0
0
0
0
0
1
0
0
alive
96
39.8
M
HbSC
0
0
10.6
3
6.2
248
4.5
280
1.6
0
0
0
intact
1
0
1
0
1
0
1
1
0
1
alive
97
1.7
F
HbSS
1
15.1
9.3
14.1
13.3
310
14
219
5
1
2
4
intact
0
0
0
0
0
0
0
0
0
0
died
98
2.5
M
HbSS
0
0
6.3
18.6
14.5
491
9.4
636
4
2
0
5
intact
0
0
0
0
0
0
0
0
0
0
alive
99
11.1
M
HbSS
1
16.7
8.2
20.3
3
254
8.4
600
4.5
3
2
7
auto_splenectomy
0
0
0
0
0
0
0
0
0
0
alive
100
2.9
M
HbSC
0
0
9.6
2.2
11.6
342
5.5
285
3.5
3
0
6
intact
0
0
0
0
0
0
0
0
0
0
alive