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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
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
8.41
369
0.79
471
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
0.32
169
0.87
194
2
37
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.07
3.92
153
0.87
175
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51
0
0
0
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0
0
0
0
0
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0
0
0
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0.04
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26
1
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1
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0.01
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33
0
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0
0
0
0
0
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1
0
0
0
0
0
0.04
3.65
159
0.9
177
2
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.51
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31
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0
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0
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0
0
0
0
0
0
0
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0.06
3.87
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41
0
0
0
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0
0
0
0
0
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0
0
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6.17
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78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.63
5.17
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55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
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176
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51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.82
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2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
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197
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
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148
0.86
173
2
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.28
136
1.23
110
2
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.32
191
0.93
207
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
0.71
143
0.88
163
2
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.19
134
0.87
155
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.13
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0.85
171
2
57
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
3.96
184
0.97
188
2
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.41
194
0.9
215
2
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.47
159
0.79
202
2
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
8.38
240
0.96
249
2
57
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.25
4.2
235
0.7
335
2
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
147
0.84
175
2
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.45
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1.01
198
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
167
0.98
170
2
52
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.53
128
1.01
128
2
33
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
4.9
139
1.18
118
2
31
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.1
6.76
408
1.06
386
2
59
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0.19
4.12
74
0.99
74
2
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
2.17
194
0.74
263
2
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
2
183
1.11
165
2
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.35
3.27
124
1.19
105
2
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
0.34
140
0.86
163
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
170
1
170
2
9
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
7.86
253
0.97
262
2
48
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.08
3.31
239
1.28
187
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
4.09
250
1.06
236
2
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
4.18
115
0.93
124
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
1.87
209
0.83
252
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.35
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1.23
106
2
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
3.69
280
1.53
185
2
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
2.91
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1.25
115
2
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0.92
159
0.91
177
2
33
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.15
7.21
430
0.92
493
2
46
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
3.78
132
1.04
127
2
49
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.75
239
1.26
190
2
37
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
6.93
252
0.93
272
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
6.2
252
0.97
261
2
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
4.58
239
0.91
263
2
2
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
7.53
256
0.96
267
2
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
11.25
387
0.77
504
2
60
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.09
3.87
344
0.8
433
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
5.25
191
0.89
215
2
65
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
3.32
140
1.24
112
2
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
3.48
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0.92
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2
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
4.06
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1.09
201
2
54
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.64
127
1
127
2
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.31
174
0.98
177
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
1.52
148
0.88
168
2
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.19
4.79
274
1.04
264
2
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.15
3.06
163
0.92
176
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.59
198
0.76
263
2
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
7.5
209
0.89
235
2
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
174
0.99
177
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.81
124
0.97
127
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.55
193
0.98
197
2
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.68
130
0.81
163
2
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
2.69
193
0.75
260
2
31
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
4.48
143
1.29
112
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
5.41
200
1.06
190
2
43
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
2.9
130
0.8
162
2
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
3.4
158
0.79
201
2
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
4.3
51
0.42
38
2
37
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0
181
0.71
255
2
18
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
195
0.76
257
2
22
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
172
0.98
176
2
40
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.58
136
1.03
132
2
59
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
5.81
214
0.93
231
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.4
183
1
183
2
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
3.87
146
1.12
131
2
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.84
202
0.92
220
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
3.86
200
0.77
261
2
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.32
160
0.79
203
2
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.8
151
0.92
165
2
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
3.63
191
0.91
209
2
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
171
1.03
166
2
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.38
116
0.9
129
2
42
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.07
134
0.95
142
2
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.13
2.74
195
1.18
165
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
6.7
237
0.92
258
2
32
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.14
2.77
410
1.06
387
2
28
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.14
160
0.98
163
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.49
7.25
290
0.58
530
2
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
3.95
186
0.94
199
2
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
1.27
136
0.84
163
2
56
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.24
4.22
236
0.7
337
2
42
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
3.1
156
0.94
166
2
64
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.05
5.28
214
0.95
225
2