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
1
51
F
partial
0
0
0
heavy
0
0
0
1
0
-1
0
50
1
30
287
261.32
F2
0
1
0
-1
0
none
0
0
0
0
-1
1
1
0
none
not_applicable
0
alive
0
2
49
M
complete
0
0
0
none
0
1
0
1
0
-1
0
26
0
22
171
321.64
F1
0
0
0
-1
0
none
0
0
0
0
3
0
0
0
none
not_applicable
0
alive
0
3
36
F
none
0
0
0
heavy
0
0
0
1
0
-1
0
48
1
31
237
327
F3
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
4
33
F
none
0
0
0
moderate
0
0
0
1
0
-1
0
28
0
23
271
212.18
F1
0
0
0
-1
0
none
0
0
0
0
3
0
0
0
none
not_applicable
0
alive
0
5
46
F
partial
0
0
0
heavy
1
1
0
1
0
-1
0
25
0
30
248
302.42
F3
0
1
0
-1
0
none
0
0
0
0
5
0
1
0
none
not_applicable
0
alive
0
6
30
F
complete
0
0
0
heavy
0
0
0
1
0
-1
0
15
0
24
270
222.22
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
7
49
M
partial
0
0
0
moderate
1
0
1
1
0
-1
0
42
1
51
148
861.49
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
8
23
F
none
0
0
0
none
0
0
0
1
0
-1
0
5
0
34
171
497.08
F1
0
0
0
-1
0
none
0
0
0
0
13
0
0
0
none
not_applicable
0
alive
0
9
38
F
none
0
0
0
moderate
0
0
0
1
0
-1
0
15
0
19
347
136.89
F3
0
1
0
-1
0
none
0
0
0
0
12
0
1
0
none
not_applicable
0
alive
0
10
57
M
none
0
0
0
heavy
0
0
0
1
0
-1
0
61
1
33
195
423.08
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
11
25
M
none
0
0
0
heavy
1
0
0
1
0
-1
0
34
0
27
240
281.25
F1
0
0
0
-1
0
none
0
0
0
0
-1
1
0
0
none
not_applicable
0
alive
0
12
53
F
none
0
0
0
moderate
0
0
0
1
0
-1
0
28
0
45
252
446.43
F4
1
1
0
-1
0
none
0
0
0
0
9
0
1
1
tenofovir
moderate
0
alive
0
13
69
M
complete
1
0
0
heavy
0
0
0
1
0
-1
0
79
1
22
167
329.34
F3
0
1
0
-1
0
none
0
0
0
0
18
0
1
0
none
not_applicable
0
alive
0
14
33
M
partial
0
0
0
heavy
0
0
0
1
0
-1
0
27
0
27
137
492.7
F0
0
0
0
-1
0
none
0
0
0
0
5
0
0
0
none
not_applicable
0
alive
0
15
43
M
complete
0
1
1
none
1
0
0
1
1
-1
0
127
1
33
248
332.66
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
16
48
F
none
0
0
0
moderate
0
0
0
1
0
-1
0
27
0
5
239
52.3
F0
0
0
0
-1
0
none
0
0
0
0
6
0
0
0
none
not_applicable
0
alive
0
17
32
F
none
0
0
0
moderate
0
0
0
1
0
-1
0
36
0
19
279
170.25
F0
0
0
0
-1
0
none
0
0
0
0
-1
1
0
0
none
not_applicable
0
alive
0
18
24
F
none
0
0
0
none
0
0
0
1
0
-1
0
21
0
14
221
158.37
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
19
39
M
complete
0
0
0
moderate
0
0
0
1
1
11,285,866
1
51
1
42
284
369.72
F3
0
1
0
-1
0
none
0
0
0
0
3
0
1
0
none
not_applicable
0
alive
0
20
64
M
none
0
0
0
moderate
0
0
0
1
0
-1
0
52
1
42
253
415.02
F4
1
1
0
-1
0
none
1
1
0
1
1
0
1
0
none
not_applicable
0
alive
0
21
69
M
complete
0
0
0
heavy
1
0
0
1
0
6,979
0
45
1
19
209
227.27
F3
0
1
0
-1
0
none
0
0
0
0
-1
0
1
1
tenofovir
good
1
alive
0
22
32
F
none
0
0
0
heavy
0
0
0
1
0
221
0
62
1
31
169
458.58
F1
0
0
0
-1
0
none
0
0
0
0
6
0
0
0
none
not_applicable
0
alive
0
23
50
F
none
0
0
0
moderate
1
1
0
1
0
-1
0
43
1
27
239
282.43
F0
0
0
0
-1
0
none
0
0
0
0
1
0
0
0
none
not_applicable
0
alive
0
24
56
M
none
0
0
0
none
1
0
0
1
0
-1
0
41
1
29
238
304.62
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
1
tenofovir
moderate
1
alive
0
25
40
F
partial
0
0
0
moderate
0
0
0
1
0
-1
0
39
0
51
225
566.67
F4
1
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
26
32
M
complete
1
0
0
none
1
0
0
1
0
3
0
5
0
50
273
457.88
F2
0
1
0
-1
0
none
0
0
0
0
5
0
1
0
none
not_applicable
0
alive
0
27
46
M
partial
0
1
1
moderate
1
0
0
1
0
-1
0
17
0
50
208
600.96
F2
0
1
0
-1
0
none
0
0
0
0
8
0
1
0
none
not_applicable
0
alive
0
28
32
F
none
0
0
0
none
0
0
0
1
0
9
0
18
0
33
209
394.74
F2
0
1
0
-1
0
none
0
0
0
0
2
0
1
0
none
not_applicable
0
alive
0
29
40
F
none
0
0
0
moderate
0
0
0
1
0
-1
0
17
0
28
240
291.67
F2
0
1
0
-1
0
none
0
0
0
0
11
1
1
0
none
not_applicable
0
alive
0
30
32
F
none
0
0
0
moderate
0
0
0
1
0
-1
0
29
0
35
75
1,166.67
F4
1
1
0
-1
0
none
0
0
0
0
17
0
1
0
none
not_applicable
0
alive
0
31
57
M
complete
0
0
0
none
1
0
0
1
0
-1
0
5
0
37
185
500
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
32
24
M
none
0
0
0
moderate
0
0
0
1
0
-1
0
49
1
33
183
450.82
F2
0
1
0
-1
0
none
0
0
0
0
9
0
1
1
tenofovir
poor
0
alive
0
33
65
F
none
0
0
0
none
1
0
0
1
1
-1
0
5
0
60
230
652.17
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
34
38
F
none
0
0
0
none
1
0
0
1
1
-1
0
67
1
5
218
57.34
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
35
61
F
partial
0
0
0
none
1
0
0
1
0
-1
0
43
1
35
209
418.66
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
36
50
M
partial
0
0
0
moderate
0
0
0
1
1
-1
0
40
0
15
165
227.27
F1
0
0
0
-1
0
none
0
0
0
0
2
0
0
0
none
not_applicable
0
alive
0
37
49
M
none
0
0
0
none
1
0
1
1
0
-1
0
5
0
40
198
505.05
F3
0
1
0
-1
0
none
0
0
0
0
1
0
1
0
none
not_applicable
0
alive
0
38
27
F
none
0
0
0
moderate
1
1
0
1
1
-1
0
112
1
5
85
147.06
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
died
0
39
65
M
complete
0
0
0
heavy
0
0
0
1
0
-1
0
52
1
39
246
396.34
F1
0
0
0
-1
0
none
0
0
0
0
11
1
0
0
none
not_applicable
0
alive
0
40
22
M
complete
0
0
0
none
0
0
0
1
1
-1
0
82
1
10
216
115.74
F0
0
0
0
-1
0
none
0
0
0
0
-1
1
0
0
none
not_applicable
0
alive
0
41
63
F
none
0
1
1
none
0
0
1
1
0
-1
0
55
1
30
169
443.79
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
42
65
M
none
0
1
0
moderate
0
1
0
1
0
-1
0
40
0
12
191
157.07
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
43
67
M
complete
0
0
0
moderate
1
0
0
1
0
437,751
1
71
1
24
334
179.64
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
44
38
M
partial
0
0
0
none
1
0
0
1
0
-1
0
41
1
36
103
873.79
F4
1
1
0
-1
1
early_BCLC_A
0
0
0
0
-1
0
1
0
none
not_applicable
0
died
0
45
39
M
none
0
0
0
moderate
0
0
0
1
0
-1
0
32
0
29
233
311.16
F4
1
1
0
-1
0
none
0
0
0
0
9
0
1
0
none
not_applicable
0
alive
0
46
60
F
none
0
0
0
none
1
0
0
1
0
-1
0
5
0
35
226
387.17
F3
0
1
0
-1
0
none
0
0
0
0
-1
1
1
0
none
not_applicable
0
alive
0
47
26
M
none
0
0
0
none
0
0
0
1
0
-1
0
45
1
50
107
1,168.22
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
48
43
M
none
0
0
0
none
1
0
0
1
0
-1
0
46
1
12
214
140.19
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
49
44
M
none
0
0
0
heavy
0
0
0
1
0
-1
0
20
0
50
190
657.89
F3
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
50
49
M
complete
0
1
1
none
1
0
0
1
0
-1
0
14
0
46
195
589.74
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
51
66
M
complete
0
0
0
moderate
0
0
0
1
0
-1
0
32
0
35
266
328.95
F2
0
1
0
-1
0
none
0
0
0
0
7
0
1
0
none
not_applicable
0
alive
0
52
25
M
partial
0
0
0
moderate
1
0
0
1
0
-1
0
5
0
14
158
221.52
F0
0
0
0
-1
0
none
0
0
0
0
11
0
0
0
none
not_applicable
0
alive
0
53
34
F
complete
0
0
0
moderate
0
0
0
1
0
-1
0
44
1
22
219
251.14
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
54
40
F
none
0
0
0
heavy
0
0
0
1
0
-1
0
30
0
31
366
211.75
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
55
37
F
complete
1
1
1
moderate
0
0
0
1
0
-1
0
30
0
6
165
90.91
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
56
27
F
none
0
0
0
moderate
1
0
0
1
1
-1
0
23
0
41
230
445.65
F4
1
1
0
-1
0
none
0
0
0
0
10
0
1
0
none
not_applicable
0
alive
0
57
37
F
none
0
0
0
heavy
0
0
0
1
0
-1
0
29
0
12
205
146.34
F0
0
0
0
-1
0
none
0
0
0
0
6
0
0
0
none
not_applicable
0
alive
0
58
18
M
none
0
0
0
none
0
0
0
1
1
-1
0
5
0
26
178
365.17
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
59
40
M
none
0
0
0
none
0
0
0
1
1
-1
0
55
1
32
277
288.81
F0
0
0
0
-1
0
none
0
0
0
0
8
0
0
0
none
not_applicable
0
alive
0
60
70
M
none
0
0
0
none
0
0
0
1
0
-1
0
26
0
24
151
397.35
F2
0
1
0
-1
0
none
0
0
0
0
7
0
1
0
none
not_applicable
0
alive
0
61
26
M
partial
0
0
0
none
1
0
0
1
0
-1
0
47
1
27
311
217.04
F1
0
0
0
-1
0
none
0
0
0
0
17
0
0
0
none
not_applicable
0
alive
0
62
50
M
none
0
0
0
none
1
0
0
1
0
-1
0
17
0
64
237
675.11
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
1
tenofovir
good
1
alive
0
63
74
F
none
0
0
0
none
0
0
0
1
0
-1
0
24
0
13
148
219.59
F2
0
1
0
-1
0
none
0
0
0
0
9
0
1
1
tenofovir
good
1
alive
0
64
42
M
none
0
0
0
moderate
0
0
0
1
0
-1
0
65
1
18
238
189.08
F1
0
0
0
-1
0
none
0
0
0
0
7
1
0
0
none
not_applicable
0
alive
0
65
54
M
partial
0
0
0
none
0
0
0
1
0
472,081
1
27
0
35
182
480.77
F0
0
0
0
-1
1
advanced_BCLC_C
0
0
0
0
-1
1
0
0
none
not_applicable
0
died
0
66
38
M
none
0
0
0
none
0
0
0
1
0
-1
0
26
0
24
92
652.17
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
67
44
M
none
0
0
0
none
0
0
0
1
0
-1
0
28
0
12
268
111.94
F3
0
1
0
-1
0
none
0
0
0
0
17
1
1
0
none
not_applicable
0
alive
0
68
53
M
partial
0
0
0
moderate
1
0
0
1
0
-1
0
49
1
5
155
80.65
F4
1
1
0
-1
0
none
0
0
0
0
-1
1
1
0
none
not_applicable
0
alive
0
69
48
M
none
0
0
0
heavy
0
1
0
1
0
-1
0
29
0
38
142
669.01
F0
0
0
0
-1
1
terminal_BCLC_D
0
0
0
0
196
0
0
0
none
not_applicable
0
died
0
70
39
M
complete
0
0
0
none
0
1
0
1
0
-1
0
5
0
42
244
430.33
F4
1
1
0
-1
1
terminal_BCLC_D
0
0
0
0
-1
0
1
0
none
not_applicable
0
died
0
71
43
M
none
0
0
0
none
0
0
0
1
0
15,606
0
5
0
57
256
556.64
F1
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
72
28
M
none
0
0
0
heavy
0
0
0
1
0
-1
0
79
1
6
295
50.85
F1
0
0
0
-1
0
none
0
0
0
0
12
0
0
0
none
not_applicable
0
alive
0
73
46
M
none
0
0
0
moderate
0
0
0
1
1
-1
0
40
0
33
214
385.51
F1
0
0
0
-1
0
none
0
0
0
0
13
0
0
0
none
not_applicable
0
alive
0
74
40
M
partial
0
1
0
none
0
0
0
1
1
-1
0
32
0
52
213
610.33
F4
1
1
0
-1
0
none
1
1
0
0
10
0
1
0
none
not_applicable
0
alive
0
75
30
M
none
0
0
0
moderate
0
0
0
1
1
-1
0
97
1
38
226
420.35
F2
0
1
0
-1
0
none
0
0
0
0
12
0
1
1
tenofovir
good
1
alive
0
76
52
M
none
0
0
0
moderate
0
0
0
1
0
-1
0
41
1
26
249
261.04
F1
0
0
0
-1
0
none
0
0
0
0
8
1
0
0
none
not_applicable
0
alive
0
77
33
M
complete
0
0
0
moderate
0
0
0
1
0
-1
0
31
0
23
284
202.46
F0
0
0
0
-1
1
advanced_BCLC_C
0
0
0
0
248
0
0
0
none
not_applicable
0
died
0
78
28
M
complete
0
0
0
heavy
0
0
0
1
0
-1
0
62
1
26
113
575.22
F2
0
1
0
-1
0
none
0
0
0
0
1
1
1
0
none
not_applicable
0
alive
0
79
55
M
none
0
0
0
none
0
0
0
1
0
-1
0
22
0
12
229
131
F2
0
1
0
-1
0
none
0
0
0
0
6
0
1
0
none
not_applicable
0
alive
0
80
31
M
partial
0
0
0
none
1
0
0
1
0
2,093
0
5
0
5
276
45.29
F0
0
0
0
-1
0
none
0
0
0
0
1
0
0
0
none
not_applicable
0
alive
0
81
58
M
complete
0
0
0
moderate
1
0
0
1
0
-1
0
45
1
32
206
388.35
F4
1
1
0
-1
1
intermediate_BCLC_B
1
1
0
0
2,490
0
1
1
tenofovir
moderate
0
died
0
82
63
F
none
0
1
0
none
0
0
0
1
0
-1
0
5
0
44
220
500
F2
0
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
83
28
M
partial
0
0
0
moderate
0
0
0
1
0
-1
0
30
0
6
243
61.73
F4
1
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
84
65
M
none
0
0
0
none
0
0
0
1
0
-1
0
30
0
5
279
44.8
F3
0
1
0
-1
0
none
0
0
0
0
1
0
1
0
none
not_applicable
0
alive
0
85
21
F
none
0
0
0
heavy
1
0
0
1
0
-1
0
24
0
11
244
112.7
F3
0
1
0
-1
0
none
0
0
0
0
9
0
1
0
none
not_applicable
0
alive
0
86
48
M
none
0
0
0
moderate
1
0
0
1
0
-1
0
32
0
14
227
154.19
F4
1
1
0
-1
0
none
1
1
1
1
17
1
1
1
entecavir
moderate
0
alive
0
87
49
F
none
0
0
0
none
1
0
0
1
1
-1
0
106
1
18
185
243.24
F2
0
1
0
-1
0
none
0
0
0
0
4
0
1
0
none
not_applicable
0
alive
0
88
30
F
partial
0
0
0
moderate
1
0
0
1
0
-1
0
13
0
14
211
165.88
F0
0
0
0
-1
0
none
0
0
0
0
22
0
0
0
none
not_applicable
0
alive
0
89
35
M
none
0
0
0
heavy
0
0
0
1
0
-1
0
51
1
31
73
1,061.64
F4
1
1
0
-1
0
none
0
0
0
0
-1
0
1
0
none
not_applicable
0
alive
0
90
23
M
none
0
0
0
moderate
1
0
0
1
1
-1
0
26
0
36
201
447.76
F1
0
0
0
-1
0
none
0
0
0
0
10
0
0
0
none
not_applicable
0
alive
0
91
62
M
none
0
0
0
none
0
0
0
1
0
-1
0
5
0
41
293
349.83
F2
0
1
0
-1
0
none
0
0
0
0
12
0
1
0
none
not_applicable
0
alive
0
92
54
M
none
0
0
0
moderate
0
0
0
1
0
-1
0
23
0
30
272
275.74
F4
1
1
0
-1
0
none
1
0
0
1
4
0
1
0
none
not_applicable
0
died
1
93
43
F
none
0
0
0
none
0
1
0
1
0
1,536
0
48
1
24
234
256.41
F0
0
0
0
-1
0
none
0
0
0
0
-1
0
0
0
none
not_applicable
0
alive
0
94
35
M
none
0
0
0
none
1
0
0
1
0
3
0
40
0
14
231
151.52
F3
0
1
0
-1
0
none
0
0
0
0
4
0
1
0
none
not_applicable
0
alive
0
95
30
M
none
0
0
0
heavy
1
0
0
1
1
-1
0
85
1
22
246
223.58
F4
1
1
0
-1
0
none
1
0
0
0
13
0
1
0
none
not_applicable
0
died
0
96
64
M
none
0
0
0
heavy
0
0
0
1
0
-1
0
17
0
49
138
887.68
F4
1
1
0
-1
1
terminal_BCLC_D
1
1
0
0
-1
0
1
0
none
not_applicable
0
died
0
97
28
M
complete
0
0
0
heavy
0
0
0
1
0
-1
0
29
0
21
229
229.26
F2
0
1
0
-1
0
none
0
0
0
0
4
1
1
0
none
not_applicable
0
alive
0
98
35
M
none
0
0
0
none
0
0
0
1
0
-1
0
39
0
53
249
532.13
F1
0
0
0
-1
0
none
0
0
0
0
6
0
0
0
none
not_applicable
0
alive
0
99
42
M
none
0
0
0
heavy
1
0
0
1
0
-1
0
33
0
22
352
156.25
F0
0
0
0
-1
0
none
0
0
0
0
-1
1
0
0
none
not_applicable
0
alive
0
100
61
M
none
0
0
0
none
0
0
0
1
1
767,941,624
1
38
0
20
254
196.85
F4
1
1
0
-1
0
none
0
0
0
0
7
0
1
0
none
not_applicable
0
alive
0