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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
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.27
6.62
169
0.86
197
2
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.84
248
0.88
284
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
5.35
220
0.99
221
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
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244
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311
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41
0
0
0
0
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0
0
0
0
0
0
0
0
0
0
0.09
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202
0.87
232
2
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.46
7.38
257
0.8
319
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
5.15
170
1.01
169
2
14
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
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246
2
62
0
0
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0
0
0
0
0
0
0
0
0
0
0
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59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
3.84
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1.05
75
2
60
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
2.12
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0.89
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2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
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296
2
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
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0.89
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2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.4
130
1.01
129
2
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
6.43
239
0.66
358
2
59
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.09
4.68
177
0.93
190
2
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
215
0.85
253
2
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
3.75
265
1.37
195
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.02
160
0.78
204
2
58
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.85
123
0.98
126
2
26
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
6.46
396
1.04
381
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.4
129
0.97
134
2
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
2.25
157
0.94
167
2
62
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.09
4.05
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1.4
98
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.38
249
0.8
313
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
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300
0.89
339
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
5.97
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0.84
225
2
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
1.85
162
1.03
158
2
64
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.25
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0.92
126
2
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.22
3.39
246
0.93
265
2
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
148
0.86
173
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
3.74
155
0.88
176
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.12
150
0.88
170
2
43
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
2.95
130
0.82
159
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.31
190
0.97
196
2
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
2.34
201
0.84
239
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.05
4.77
153
0.28
558
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
3.97
201
0.78
257
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
0.87
161
0.94
171
2
58
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
4.49
178
0.94
189
2
38
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.14
8.51
430
1.04
423
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
5.17
387
0.88
449
2
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.41
161
0.9
179
2
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
4.81
184
1.16
158
2
34
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.14
6.2
267
1.03
258
2
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.79
241
0.67
360
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.97
241
0.94
256
2
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.69
0.26
306
0.87
354
2
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.61
198
1.04
190
2
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
6.56
189
0.86
222
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.29
199
1.05
190
2
17
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
6.1
254
1.04
243
2
55
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
4.4
195
0.82
237
2
16
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
6.05
254
1.04
243
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.53
145
0.85
171
2
19
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
1.77
159
0.94
169
2
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
5.14
185
1.15
162
2
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
4.07
165
0.97
170
2
28
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.84
146
1.43
103
2
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.94
148
1.04
143
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
3.98
251
1.09
231
2
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.6
150
1.02
147
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.12
191
1
190
2
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
4.38
248
1.01
245
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
5.97
188
0.84
225
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.56
133
0.98
136
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.52
118
0.9
131
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
1.66
182
1.12
164
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.93
258
0.79
327
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.4
129
0.95
135
2
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
156
0.88
178
2
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.25
160
0.79
203
2
51
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
5.26
161
0.73
219
2
14
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
6.32
255
1.03
246
2
27
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
6.51
398
1.04
382
2
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
1.28
192
1.21
160
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
6.11
193
1
194
2
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.78
23
0.02
1
2
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4
146
1.5
98
2
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.05
178
1.14
156
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.37
150
0.89
169
2
63
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
6.01
213
0.93
229
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.41
218
0.81
270
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
1.72
142
0.86
166
2
26
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.09
4.57
397
1.04
382
2
60
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
5.13
208
0.86
242
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
169
0.99
170
2
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.06
4.11
262
1.18
222
2
41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.56
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0.79
232
2
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.77
157
0.77
204
2
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.18
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0.86
186
2
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.05
237
1.17
203
2
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.96
158
0.87
182
2
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
6.83
240
0.97
247
2
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.02
158
0.87
183
2
50
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.18
7.56
212
0.89
238
2
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
1.46
135
0.83
163
2
31
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
3.88
151
1.26
90
2
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.19
123
1.09
113
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
2.19
134
0.84
161
2