id
int64
age_years
int64
sex
string
hbv_vaccination_history
string
birth_dose_received
int64
hiv_coinfection
int64
on_art
int64
alcohol_use
string
aflatoxin_exposure
int64
family_history_hcc
int64
diabetes
int64
hbsag_positive
int64
hbeag_positive
int64
hbv_dna_iu_ml
int64
high_viral_load
int64
alt_u_l
int64
alt_elevated
int64
ast_u_l
int64
platelets
int64
apri_score
float64
fibrosis_stage
string
cirrhosis
int64
significant_fibrosis
int64
fibroscan_done
int64
fibroscan_kpa
int64
hepatocellular_carcinoma
int64
hcc_stage
string
decompensated_cirrhosis
int64
ascites
int64
variceal_bleed
int64
hepatic_encephalopathy
int64
afp_level
int64
ultrasound_done
int64
treatment_eligible
int64
on_antiviral
int64
antiviral_type
string
antiviral_adherence
string
viral_suppression
int64
outcome_1yr
string
referred_tertiary
int64
401
34
F
none
0
1
1
none
0
0
0
1
1
-1
0
40
0
50
217
576.04
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
402
32
M
none
0
0
0
moderate
0
0
0
1
0
-1
0
40
0
43
188
571.81
F4
1
1
0
-1
0
none
1
1
0
0
3
0
1
1
tenofovir
good
1
alive
1
403
39
M
partial
0
0
0
none
0
0
0
1
0
-1
0
43
1
39
243
401.23
F3
0
1
0
-1
0
none
0
0
0
0
9
0
1
0
none
not_applicable
0
alive
0
404
69
M
none
0
0
0
none
0
0
0
1
1
-1
0
63
1
19
176
269.89
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
405
41
F
none
0
0
0
none
0
0
0
1
0
-1
0
39
0
39
322
302.8
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
406
49
M
none
0
0
0
heavy
0
0
0
1
0
-1
0
16
0
49
220
556.82
F3
0
1
0
-1
0
none
0
0
0
0
1
0
1
0
none
not_applicable
0
alive
0
407
19
F
partial
0
0
0
none
0
0
0
1
0
-1
0
21
0
31
247
313.77
F3
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
408
60
M
complete
0
0
0
none
0
1
0
1
0
-1
0
16
0
12
298
100.67
F0
0
0
0
-1
0
none
0
0
0
0
5
0
0
0
none
not_applicable
0
alive
0
409
52
F
partial
0
0
0
heavy
0
0
0
1
0
-1
0
61
1
12
199
150.75
F2
0
1
0
-1
1
intermediate_BCLC_B
0
0
0
0
461
0
1
0
none
not_applicable
0
alive
1
410
30
F
partial
0
0
0
heavy
0
1
0
1
0
-1
0
50
1
20
248
201.61
F4
1
1
0
-1
0
none
0
0
0
0
11
0
1
1
tenofovir
poor
1
alive
0
411
48
F
none
0
0
0
heavy
1
0
0
1
0
-1
0
53
1
17
183
232.24
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
412
27
F
complete
0
0
0
none
0
1
0
1
0
-1
0
11
0
63
354
444.92
F4
1
1
0
-1
1
intermediate_BCLC_B
1
1
0
0
164
0
1
0
none
not_applicable
0
alive
0
413
48
F
complete
0
0
0
moderate
0
0
0
1
0
-1
0
70
1
61
225
677.78
F1
0
0
0
-1
0
none
0
0
0
0
5
0
0
0
none
not_applicable
0
alive
0
414
67
F
none
0
0
0
moderate
1
0
0
1
1
-1
0
5
0
30
335
223.88
F1
0
0
0
-1
0
none
0
0
0
0
4
0
0
0
none
not_applicable
0
alive
0
415
20
M
none
0
0
0
moderate
0
0
0
1
0
-1
0
21
0
37
151
612.58
F2
0
1
0
-1
0
none
0
0
0
0
6
0
1
0
none
not_applicable
0
alive
0
416
53
M
none
0
0
0
moderate
0
0
0
1
0
-1
0
53
1
27
281
240.21
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
417
38
M
partial
0
0
0
none
1
0
0
1
0
9,206
0
52
1
41
153
669.93
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
418
50
M
complete
0
0
0
none
1
0
0
1
0
-1
0
29
0
34
264
321.97
F4
1
1
0
-1
1
advanced_BCLC_C
0
0
0
0
-1
0
1
0
none
not_applicable
0
died
0
419
64
M
complete
0
0
0
moderate
0
0
0
1
0
-1
0
9
0
30
206
364.08
F1
0
0
0
-1
1
terminal_BCLC_D
0
0
0
0
-1
0
0
0
none
not_applicable
0
died
1
420
46
M
none
0
0
0
none
1
0
0
1
0
-1
0
64
1
42
222
472.97
F0
0
0
0
-1
0
none
0
0
0
0
2
1
0
0
none
not_applicable
0
alive
0
421
48
M
none
0
1
1
none
0
0
0
1
0
-1
0
43
1
21
164
320.12
F0
0
0
0
-1
0
none
0
0
0
0
6
0
1
0
none
not_applicable
0
alive
0
422
25
M
none
0
0
0
moderate
1
0
0
1
1
-1
0
59
1
42
167
628.74
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
423
33
M
none
0
0
0
none
0
0
0
1
0
-1
0
32
0
22
280
196.43
F4
1
1
0
-1
0
none
1
1
0
0
-1
0
1
0
none
not_applicable
0
alive
0
424
59
M
partial
0
0
0
heavy
1
0
0
1
0
-1
0
15
0
12
213
140.85
F4
1
1
0
-1
1
advanced_BCLC_C
0
0
0
0
-1
0
1
0
none
not_applicable
0
died
0
425
34
M
none
0
0
0
moderate
1
0
0
1
0
-1
0
58
1
13
328
99.09
F4
1
1
0
-1
0
none
1
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
426
60
F
complete
0
0
0
heavy
1
0
0
1
0
-1
0
63
1
32
309
258.9
F1
0
0
0
-1
0
none
0
0
0
0
9
1
0
0
none
not_applicable
0
alive
0
427
45
F
partial
0
0
0
heavy
0
0
0
1
0
-1
0
29
0
28
308
227.27
F1
0
0
0
-1
0
none
0
0
0
0
8
0
0
0
none
not_applicable
0
alive
0
428
22
M
none
0
0
0
none
0
0
0
1
0
1,378
0
45
1
23
222
259.01
F2
0
1
0
-1
0
none
0
0
0
0
15
0
1
0
none
not_applicable
0
alive
0
429
42
M
partial
0
0
0
none
0
0
0
1
0
-1
0
8
0
21
197
266.5
F0
0
0
0
-1
0
none
0
0
0
0
7
0
0
0
none
not_applicable
0
alive
0
430
58
M
none
0
0
0
none
1
0
0
1
0
-1
0
25
0
26
254
255.91
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
431
18
M
none
0
0
0
heavy
0
0
0
1
0
-1
0
28
0
44
262
419.85
F4
1
1
0
-1
1
early_BCLC_A
0
0
0
0
-1
1
1
1
tenofovir
poor
0
alive
1
432
48
M
none
0
0
0
moderate
0
0
0
1
0
-1
0
42
1
29
88
823.86
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
433
34
M
complete
0
0
0
none
0
1
0
1
0
14,196
0
37
0
22
219
251.14
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
434
50
M
complete
1
0
0
heavy
1
0
0
1
0
-1
0
67
1
55
138
996.38
F3
0
1
0
-1
0
none
0
0
0
0
13
1
1
1
tenofovir
good
1
alive
0
435
22
F
complete
0
0
0
heavy
0
0
0
1
0
-1
0
24
0
58
245
591.84
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
436
21
M
complete
0
0
0
none
1
0
0
1
0
-1
0
48
1
5
212
58.96
F1
0
0
0
-1
0
none
0
0
0
0
1
0
0
0
none
not_applicable
0
alive
0
437
68
M
partial
0
0
0
moderate
0
0
0
1
0
507,996
1
59
1
36
148
608.11
F3
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
438
28
M
none
0
0
0
moderate
0
0
0
1
0
-1
0
24
0
22
306
179.74
F1
0
0
0
-1
0
none
0
0
0
0
7
1
0
0
none
not_applicable
0
alive
0
439
55
M
partial
0
0
0
none
1
0
0
1
0
-1
0
24
0
56
185
756.76
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
440
40
F
none
0
0
0
none
0
0
0
1
0
-1
0
38
0
44
100
1,100
F3
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
441
68
F
none
0
0
0
none
0
0
0
1
1
-1
0
48
1
22
202
272.28
F2
0
1
0
-1
0
none
0
0
0
0
3
1
1
0
none
not_applicable
0
alive
0
442
37
M
none
0
0
0
none
0
0
0
1
0
-1
0
70
1
5
197
63.45
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
443
37
F
none
0
0
0
none
1
0
0
1
1
-1
0
33
0
58
280
517.86
F2
0
1
0
-1
0
none
0
0
0
0
2
0
1
0
none
not_applicable
0
alive
0
444
62
F
partial
0
0
0
moderate
0
0
0
1
0
-1
0
39
0
35
297
294.61
F1
0
0
0
-1
0
none
0
0
0
0
2
0
0
0
none
not_applicable
0
alive
0
445
23
F
none
0
0
0
moderate
0
0
0
1
1
-1
0
37
0
47
383
306.79
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
446
23
F
complete
0
0
0
none
1
0
0
1
0
-1
0
77
1
36
289
311.42
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
447
34
F
none
0
0
0
moderate
0
0
0
1
0
-1
0
46
1
48
150
800
F1
0
0
0
-1
0
none
0
0
0
0
12
0
0
0
none
not_applicable
0
alive
0
448
48
F
none
0
0
0
none
0
0
0
1
1
-1
0
47
1
49
245
500
F3
0
1
0
-1
0
none
0
0
0
0
12
0
1
0
none
not_applicable
0
alive
0
449
26
M
complete
0
0
0
none
0
0
0
1
0
1,240
0
29
0
58
196
739.8
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
450
21
M
complete
0
0
0
moderate
1
0
0
1
0
-1
0
44
1
18
229
196.51
F0
0
0
0
-1
0
none
0
0
0
0
1
0
0
0
none
not_applicable
0
alive
0
451
54
M
none
0
1
1
moderate
0
1
0
1
0
-1
0
5
0
20
248
201.61
F2
0
1
0
-1
0
none
0
0
0
0
7
0
1
0
none
not_applicable
0
alive
0
452
39
M
complete
0
1
0
moderate
0
0
0
1
0
-1
0
5
0
35
284
308.1
F0
0
0
0
-1
0
none
0
0
0
0
8
0
1
0
none
not_applicable
0
alive
0
453
49
F
complete
0
0
0
moderate
0
0
0
1
0
-1
0
68
1
37
167
553.89
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
454
71
F
none
0
1
1
heavy
0
0
0
1
0
-1
0
66
1
18
166
271.08
F3
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
455
42
F
partial
0
0
0
none
1
0
0
1
0
-1
0
15
0
25
328
190.55
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
456
46
M
none
0
0
0
heavy
0
0
0
1
0
-1
0
24
0
23
217
264.98
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
457
48
M
none
0
0
0
none
0
0
0
1
0
-1
0
38
0
18
256
175.78
F1
0
0
0
-1
0
none
0
0
0
0
-1
1
0
0
none
not_applicable
0
alive
0
458
27
F
none
0
0
0
moderate
0
0
0
1
0
2,541
0
51
1
5
176
71.02
F1
0
0
0
-1
0
none
0
0
0
0
1
0
0
0
none
not_applicable
0
alive
0
459
57
F
none
0
0
0
moderate
0
0
0
1
0
-1
0
15
0
5
209
59.81
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
460
51
F
none
0
0
0
moderate
0
0
0
1
1
-1
0
121
1
16
254
157.48
F4
1
1
0
-1
0
none
1
1
0
0
7
1
1
0
none
not_applicable
0
alive
1
461
57
M
partial
0
0
0
none
0
0
0
1
0
-1
0
24
0
62
320
484.38
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
462
37
M
complete
1
0
0
none
1
1
0
1
0
-1
0
30
0
20
191
261.78
F0
0
0
0
-1
1
advanced_BCLC_C
0
0
0
0
-1
0
0
0
none
not_applicable
0
died
0
463
18
M
partial
0
0
0
moderate
1
0
0
1
1
-1
0
40
0
6
265
56.6
F3
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
464
31
F
none
0
0
0
moderate
0
0
0
1
0
-1
0
45
1
34
226
376.11
F0
0
0
0
-1
0
none
0
0
0
0
4
0
0
0
none
not_applicable
0
alive
0
465
40
M
complete
0
0
0
none
1
0
0
1
1
169,501
1
106
1
10
111
225.23
F2
0
1
0
-1
0
none
0
0
0
0
1
0
1
0
none
not_applicable
0
alive
0
466
74
M
none
0
0
0
none
0
0
0
1
0
-1
0
28
0
26
264
246.21
F4
1
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
467
61
F
complete
0
0
0
none
0
0
0
1
0
-1
0
6
0
12
143
209.79
F4
1
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
468
36
M
none
0
0
0
moderate
0
0
0
1
0
881,889
1
43
1
33
227
363.44
F3
0
1
0
-1
0
none
0
0
0
0
7
0
1
0
none
not_applicable
0
alive
0
469
24
M
none
0
0
0
none
1
1
0
1
1
-1
0
78
1
31
194
399.48
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
470
21
M
none
0
0
0
heavy
1
0
0
1
0
-1
0
5
0
18
146
308.22
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
471
42
M
none
0
0
0
none
1
0
0
1
0
-1
0
26
0
21
197
266.5
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
1
entecavir
poor
1
alive
0
472
54
M
complete
0
1
1
heavy
1
0
0
1
0
-1
0
35
0
20
186
268.82
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
473
29
F
partial
0
0
0
none
0
0
0
1
0
-1
0
31
0
49
220
556.82
F0
0
0
0
-1
0
none
0
0
0
0
1
1
0
0
none
not_applicable
0
alive
0
474
26
F
none
0
0
0
none
0
1
0
1
0
-1
0
61
1
14
155
225.81
F2
0
1
0
-1
0
none
0
0
0
0
8
0
1
0
none
not_applicable
0
alive
0
475
20
M
none
0
1
1
heavy
0
0
0
1
0
-1
0
34
0
39
270
361.11
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
476
54
F
none
0
0
0
none
0
0
0
1
0
-1
0
39
0
9
238
94.54
F4
1
1
0
-1
0
none
0
0
0
0
7
0
1
0
none
not_applicable
0
alive
0
477
30
F
partial
0
0
0
moderate
1
0
0
1
1
-1
0
12
0
30
198
378.79
F0
0
0
0
-1
0
none
0
0
0
0
10
0
0
0
none
not_applicable
0
alive
0
478
25
M
complete
0
0
0
none
1
0
0
1
0
-1
0
49
1
63
79
1,993.67
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
479
61
F
partial
0
0
0
moderate
0
0
0
1
0
-1
0
92
1
48
186
645.16
F3
0
1
0
-1
0
none
0
0
0
0
-1
1
1
0
none
not_applicable
0
alive
0
480
30
M
none
0
0
0
none
1
0
0
1
0
-1
0
55
1
39
364
267.86
F4
1
1
0
-1
0
none
1
0
0
1
-1
0
1
0
none
not_applicable
0
alive
0
481
25
F
complete
0
0
0
moderate
0
0
0
1
1
-1
0
5
0
36
223
403.59
F4
1
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
482
37
M
none
0
0
0
none
0
1
0
1
1
-1
0
60
1
44
328
335.37
F4
1
1
0
-1
1
advanced_BCLC_C
1
0
0
1
271
1
1
0
none
not_applicable
0
died
0
483
67
F
none
0
0
0
none
0
0
0
1
0
-1
0
10
0
25
67
932.84
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
1
tenofovir
good
1
alive
0
484
33
M
complete
0
1
1
heavy
1
0
0
1
0
-1
0
55
1
38
246
386.18
F1
0
0
0
-1
0
none
0
0
0
0
7
0
1
0
none
not_applicable
0
alive
0
485
50
F
complete
1
0
0
heavy
0
0
0
1
0
10
0
21
0
7
118
148.31
F3
0
1
0
-1
0
none
0
0
0
0
-1
0
1
1
tenofovir
moderate
0
alive
0
486
30
M
none
0
0
0
heavy
0
0
0
1
0
58,522
1
26
0
27
194
347.94
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
487
65
F
partial
0
0
0
moderate
0
0
0
1
1
-1
0
28
0
38
249
381.53
F0
0
0
0
-1
0
none
0
0
0
0
-1
1
0
0
none
not_applicable
0
alive
0
488
46
F
partial
0
1
0
none
1
0
0
1
0
-1
0
39
0
40
190
526.32
F4
1
1
0
-1
0
none
0
0
0
0
3
0
1
0
none
not_applicable
0
alive
0
489
41
M
none
0
0
0
none
1
1
0
1
1
-1
0
36
0
59
212
695.75
F3
0
1
0
-1
0
none
0
0
0
0
1
0
1
0
none
not_applicable
0
alive
0
490
54
M
none
0
1
0
none
1
0
0
1
1
14,100,689
1
15
0
33
189
436.51
F1
0
0
0
-1
0
none
0
0
0
0
3
0
1
0
none
not_applicable
0
alive
0
491
25
M
none
0
0
0
heavy
0
0
0
1
0
-1
0
34
0
41
208
492.79
F1
0
0
0
-1
0
none
0
0
0
0
-1
1
0
0
none
not_applicable
0
alive
0
492
30
F
complete
0
0
0
none
1
1
0
1
0
-1
0
5
0
56
258
542.64
F0
0
0
0
-1
0
none
0
0
0
0
8
0
0
0
none
not_applicable
0
alive
0
493
54
F
partial
0
0
0
none
0
0
0
1
0
-1
0
32
0
18
212
212.26
F2
0
1
0
-1
1
advanced_BCLC_C
0
0
0
0
-1
0
1
0
none
not_applicable
0
died
1
494
51
F
complete
0
0
0
moderate
0
0
1
1
1
-1
0
33
0
46
209
550.24
F3
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
495
28
M
none
0
0
0
moderate
1
0
0
1
1
-1
0
18
0
32
274
291.97
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
496
55
F
none
0
0
0
none
0
0
0
1
0
-1
0
20
0
5
156
80.13
F1
0
0
0
-1
0
none
0
0
0
0
14
0
0
0
none
not_applicable
0
alive
0
497
67
F
none
0
0
0
none
1
0
0
1
0
-1
0
55
1
30
170
441.18
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
498
41
F
none
0
0
0
moderate
0
0
0
1
0
-1
0
49
1
32
241
331.95
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
499
26
F
none
0
0
0
moderate
1
0
0
1
0
7
0
16
0
10
212
117.92
F1
0
0
0
-1
0
none
0
0
0
0
-1
1
0
0
none
not_applicable
0
alive
0
500
65
F
complete
0
0
0
moderate
0
1
0
1
0
-1
0
27
0
39
358
272.35
F4
1
1
0
-1
1
advanced_BCLC_C
0
0
0
0
-1
0
1
0
none
not_applicable
0
died
0