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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
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0
0
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5
2
57
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0
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0
0
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0
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42
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
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201
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41
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.12
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260
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64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.17
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42
0
0
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0
0
0
0
0
0
1
0
0
0
0
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0
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34
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1
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0
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258
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55
1
0
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0
0
0
0
0
0
0
0
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0
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0
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0
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0
0
0
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0
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0
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0
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0
1
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0
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0
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0
0
0
0
0
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0
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0
0
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0
0
0
0
0
0
0
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158
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0
0
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0
0
0
0
0
0
0
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
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57
1
0
0
0
0
0
0
0
0
0
0
0
0
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0
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0
1
0
0
0
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1
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0
0
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0
0
0
7.53
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471
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25
1
0
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0
0
0
0
0
0
0
0
0
0
0
0
0
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16
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
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162
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19
1
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0
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0
0
0
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0
0
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0.14
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0
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0
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128
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35
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.06
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1.11
124
2
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
5.16
191
0.89
214
2
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.63
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0.74
209
2
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
3.29
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0.86
237
2
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
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55
1
0
0
0
0
0
0
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1
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0.19
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75
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0.01
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55
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0
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0
0
0
0
0
0
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0.25
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1
0
0
0
0
0
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0
0
0
0
0
0
0
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0.13
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1.1
219
2
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.08
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43
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0
0
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0
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0
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0.07
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0
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0
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0.79
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0
0
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0
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0.26
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0
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0
0
0
0
1
0
0
0
0
0
0.22
4.3
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0.91
211
2
82
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
3.84
151
0.9
168
2
50
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.11
3.65
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0.77
69
2
34
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.49
248
0.87
286
2
63
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
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0.93
229
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1
0
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0
0
0
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0
0
0
0
0
0.16
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39
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0
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0
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0
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0
0.06
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0.78
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66
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
148
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1
0
0
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0
0
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0
0
0
0
0
0.01
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83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.04
4.16
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0.88
171
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27
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.01
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0
0
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0
0
0
0
0
0
0
0
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0
0.04
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42
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0
0
0
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0
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1
0
0
0
0
0
0.03
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1
0
0
0
0
0
0
0
0
0
0
0
0
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0
0.18
4.55
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1.16
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0
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0
0
0
0
0
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0
0
0
0
0
0
0.02
3.47
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75
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0
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0
0
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0
0
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149
0.87
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
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0
0
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0
0
0
0
0
0
0
0
0
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0
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0
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0
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0.06
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45
1
0
0
0
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0
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0
0
0
0
0
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0.23
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0
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1
0
0
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0
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0.14
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0
0
0
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0
0
0
0
0
0
0
0
0
0
0
0
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45
1
0
0
0
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0
0
0
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0
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0
0
0
0
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1
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2.92
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3.33
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0.75
448
2