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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
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.12
151
0.89
170
2
53
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.21
4.33
237
0.7
341
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
5.5
187
0.97
193
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46
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0
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0
0
0
0
0
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0
0
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0.02
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204
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31
1
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0
0
0
0
0
0
0
0
0
0
0
0.03
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243
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50
1
0
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0
0
0
0
0
0
0
0
0
0
0
0
0.04
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190
1.03
184
2
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
4.87
214
0.85
251
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35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
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358
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50
1
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0
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0
0
0
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0.05
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55
1
0
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0
0
0
0
0
0
0
0
0
0
0
6.06
3.93
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222
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55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.07
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0.86
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53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
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60
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
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201
0
0
2
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
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157
0.89
179
2
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.32
144
0.84
171
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
3.47
108
1.11
97
2
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
1.74
198
0.81
244
2
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
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0.78
234
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
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129
2
28
0
0
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0
0
0
0
0
0
0
0
0
0
0
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0.12
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15
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
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0.94
266
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56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
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203
1.07
190
2
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
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0.82
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2
34
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
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1.05
172
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56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
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214
2
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
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176
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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58
1
0
0
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0
0
0
0
0
0
0
0
0
0
0
0.12
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455
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63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
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171
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54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
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32
0
0
0
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0
0
0
0
0
0
0
0
0
0
0.08
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0
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0
0
0
0
0
0
0
0
0
0
0.02
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170
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35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
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119
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71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
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217
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344
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45
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
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72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
8.35
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54
1
0
0
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0
0
0
0
0
0
0
0
0
0
0
0.02
4
199
1.02
196
2
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.51
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0.8
264
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.27
3.69
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0.79
252
2
51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.03
0.12
162
0.95
171
2
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
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0
0
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0
0
0
0
0
0
1
0
0
0
0
0
0.1
6.85
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2
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0
0
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0
0
0
0
0
0
0
0
0
0
0
0
0.04
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0
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0
0
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0
0
0
0
0
0.03
6
241
0.99
244
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0
0
0
0
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0
0
0
0
0
0
0
0
0
0
0.07
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0
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0
0
0
0
0
0
0
0
0
0
0
0
0
0.74
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2
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.28
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1.09
188
2
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.42
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0.93
207
2
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
7.49
236
0.91
258
2
58
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
4.15
179
0.95
188
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
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189
0.73
262
2
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.66
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49
1
0
0
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0
0
0
0
0
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0
0
0
0
0
0.04
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0.98
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55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
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0.98
250
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
3.8
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1.1
214
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62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
146
0.86
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79
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0.05
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81
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0
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0
0
0
0
0
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0
0
0.07
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71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
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0.69
338
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.18
179
1.14
156
2
48
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.29
8.45
211
0.88
240
2
58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
3.53
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0.9
271
2
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
4.04
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0.85
230
2
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
1.85
153
0.95
162
2
49
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.14
6.13
402
0.99
410
2
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
3.91
201
0.77
262
2
39
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.04
3.73
136
1.04
131
2
35
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
3.96
177
1.13
156
2
57
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.03
5.06
214
0.93
232
2
63
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.9
129
1.13
115
2
59
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.17
4.77
206
0.84
246
2
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
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217
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61
1
0
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0
0
0
0
0
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0
0
0
0
0
0
0.03
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125
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32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
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34
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0
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0
0
0
0
0
0
0
0
0.04
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48
1
0
0
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0
0
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0
0
0
0
0
0
0
0
0.07
0.92
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0.9
192
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58
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.18
0.82
253
0.9
280
2
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.23
3.74
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1.36
103
2
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.14
4.8
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1.16
166
2
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
4.59
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194
2
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
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0.85
163
2
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.16
2.57
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0.98
239
2
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
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1.03
200
2
45
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.14
4.32
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1.08
175
2
56
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
5.63
214
0.92
234
2
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.97
201
0.6
335
2
30
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.09
5.21
183
1.1
167
2
13
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
6.44
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1.03
248
2
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
4.44
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0.89
148
2
29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
5.92
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0.96
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2
45
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
4.46
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0.89
280
2
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.06
4.61
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0.23
15
2
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
6.64
185
1.04
176
2
37
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.09
4.47
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1.14
172
2
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
2.22
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0.96
161
2
42
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.02
3.04
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0.82
152
2
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.23
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0.78
208
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82
0
0
0
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0
0
0
0
0
0
0
0
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0
0.08
3.21
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0.8
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0
0
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0
0
0
0
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0.16
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0.91
147
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50
0
0
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0
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0
0
0
0
0
0
0.04
5.75
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0.8
202
2