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age
int64
sex
int64
on_thyroxine
int64
query_on_thyroxine
int64
on_antithyroid_meds
int64
sick
int64
pregnant
int64
thyroid_surgery
int64
I131_treatment
int64
query_hypothyroid
int64
query_hyperthyroid
int64
lithium
int64
goitre
int64
tumor
int64
hypopituitary
int64
psych
int64
TSH
float64
T3
float64
TT4
int64
T4U
float64
FTI
int64
target
int64
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.54
138
1.16
119
2
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
2.3
201
1.08
187
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.19
236
1.35
175
2
70
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
3.61
193
0.9
214
2
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.62
178
1.12
159
2
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.15
3.65
128
0.29
454
2
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
3.7
255
0.97
263
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.32
153
0.75
204
2
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.08
153
0.96
160
2
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.15
196
0.75
261
2
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
3.08
248
1.21
206
2
16
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
187
0.73
258
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.4
129
0.98
132
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.97
230
0.88
263
2
11
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
5.75
252
0.95
266
2
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.97
150
0.87
173
2
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
2.25
158
0.91
173
2
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.46
141
0.83
169
2
60
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
5.1
208
0.86
243
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.49
199
1.05
190
2
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.67
196
0.9
218
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
1.86
151
0.9
167
2
52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
5.79
187
0.83
226
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
4.14
245
0.91
269
2
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.9
4.38
272
1.22
222
2
57
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
6.9
195
0
0
2
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
187
0.72
260
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
4.87
116
0.94
123
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
8.06
363
0.76
479
2
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.84
4.08
152
0.4
401
2
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.33
191
0.93
207
2
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.66
244
1
242
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.23
146
0.88
166
2
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.64
3.51
84
0.53
50
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.57
133
1.01
132
2
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.02
157
0.88
180
2
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.45
250
0.9
280
2
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
1.73
198
0.81
244
2
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
5.36
186
0.82
228
2
23
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
6.12
384
1.01
379
2
62
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
5.8
212
0.91
232
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.29
197
0.9
217
2
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
4.52
182
1.15
157
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.93
123
1.12
112
2
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.33
6.51
216
0.85
256
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.09
248
0.77
324
2
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
4.5
31
0
0
2
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
4.55
274
1.06
259
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.62
121
0.97
125
2
62
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
5.61
211
0.9
236
2
42
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
4.62
186
1.06
175
2
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.1
4.1
123
0.29
433
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.61
125
0.88
143
2
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
168
1.07
158
2
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.34
199
1
199
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.4
156
0.76
204
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.34
203
0.8
255
2
46
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
3.87
244
1.25
196
2
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.17
135
0.82
166
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
5.74
206
0.89
232
2
43
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
2.93
130
0.81
160
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.46
7.79
233
0.9
259
2
15
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.93
5.98
251
0.8
314
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
4.05
251
1.07
234
2
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
3.74
267
1.39
194
2
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
3.01
160
0.93
172
2
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.21
195
0.79
248
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.6
7.69
217
0.84
259
2
29
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
5.54
172
0.86
200
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
4.02
168
0.98
172
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.1
6.96
217
0.84
257
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
3.11
147
0.9
164
2
85
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
3.36
163
0.83
198
2
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.98
223
1.12
201
2
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
5.44
189
0.96
197
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
3.54
251
0.97
259
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.42
120
0.96
125
2
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
4.91
251
0.99
253
2
46
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0.03
3.28
133
1.01
131
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.94
240
0.91
263
2
47
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.09
3.37
241
1.27
189
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
2.84
157
0.93
169
2
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.67
5.49
278
0.78
356
2
62
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.12
4.51
364
0.85
432
2
18
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.82
155
0.95
163
2
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
4.93
164
0.98
169
2
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
187
0.72
260
2
44
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.12
4.51
187
1.06
175
2
48
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.89
241
1.25
193
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
7.48
193
0.24
11
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
5.74
245
0.7
348
2
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.83
222
1.24
180
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
10.97
376
0.72
524
2
60
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
5.1
208
0.86
242
2
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.45
5.88
258
0.79
325
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.17
161
0.78
208
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.79
3.41
104
1.08
95
2
61
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.65
120
0.96
126
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
161
0.91
177
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.81
258
1.4
185
2