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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
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.87
222
1.13
198
2
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
4.3
215
1.1
196
2
64
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
4.69
146
0.99
87
2
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.92
164
0.62
30
2
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.22
4.69
274
1.05
261
2
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0.17
178
0.71
250
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.52
103
1.08
95
2
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.77
242
0.94
258
2
37
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.81
161
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57
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
307
0.87
353
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.87
250
0.96
261
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
160
0.87
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2
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.63
192
0.84
228
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.02
162
0.85
191
2
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
7.78
404
0.96
427
2
71
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.25
4.39
192
0.91
211
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
0.76
193
1.05
184
2
30
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
13.4
430
0.85
535
2
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.63
192
0.84
228
2
56
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.2
2.39
203
0.8
253
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.71
225
1.02
220
2
19
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
2.04
196
0.79
249
2
50
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
4.3
189
0.8
236
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
3.7
94
1.1
83
2
34
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.5
119
0.78
153
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.43
252
0.79
318
2
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.73
249
0.84
298
2
15
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.33
155
0.94
164
2
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.95
239
0.91
264
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.2
3.8
123
0.29
428
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.18
134
1.23
109
2
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.37
4.23
55
0.4
37
2
70
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
3.44
338
0.76
446
2
63
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.08
4.02
135
1.36
100
2
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0
177
1.1
161
2
58
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.19
6.1
166
0.81
207
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
2.93
156
0.92
170
2
25
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
5.03
394
1.03
381
2
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.52
146
0.71
205
2
16
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
0
176
1.04
170
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
6.83
258
1
259
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.67
184
0.89
208
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.51
3.86
143
0.28
517
2
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.61
183
1.04
175
2
58
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
3.94
135
1.52
91
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.35
4.4
241
0.71
339
2
55
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.11
4.32
196
0.81
241
2
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.45
119
0.93
128
2
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.59
131
0.81
163
2
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
5.41
166
0.83
201
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.54
5.5
272
0.76
356
2
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
1.18
179
0.73
246
2
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
3.9
61
0.52
35
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.95
122
0.98
125
2
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
2.99
144
1.28
113
2
42
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.07
122
0.81
150
2
27
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
2.24
169
0.96
176
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
4.31
273
1.05
260
2
29
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
7.25
259
1.02
254
2
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
219
0.88
249
2
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.15
125
1.12
112
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
5.47
241
0.73
329
2
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
4.84
166
0.99
168
2
52
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.2
4.36
237
0.69
341
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
8.24
361
0.75
481
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.36
142
0.86
166
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
160
0.9
179
2
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.18
136
1.01
134
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.84
168
0.98
172
2
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.39
269
0.95
284
2
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
4.43
274
1.05
259
2
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
6.47
241
0.94
256
2
19
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.27
6.92
220
0.86
256
2
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.21
5.39
234
0.69
339
2
68
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.46
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0.93
129
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61
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.85
143
0.95
83
2
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.94
151
0.91
167
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
6.53
222
1
221
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
6.39
414
1.06
389
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.49
183
0.94
194
2
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
1.37
174
0.91
191
2
42
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
2.91
129
0.8
162
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.72
134
1.12
120
2
40
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.11
4.41
194
1.12
173
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
145
0.8
181
2
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4
212
1.07
198
2
43
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
3.03
185
1.05
176
2
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.56
183
0.81
225
2
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.24
4.09
152
0.38
412
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.43
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0.74
203
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.68
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0.95
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2
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
187
0.73
259
2
42
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.06
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0.82
151
2
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.07
148
0.8
186
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
1.71
159
0.93
171
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
187
0.92
206
2
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.51
192
0.74
262
2
46
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.15
4.54
239
0.69
347
2
60
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
5.32
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240
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57
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.46
143
0.84
170
2