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age
float64
sex
float64
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
float64
T4U
float64
FTI
float64
target
int64
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0
0
0
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0
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0
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3.4
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104
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34
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0
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11
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69
0.96
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34
0
0
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0
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2.2
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106
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66
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30
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0
0
0
0
0
0
0
0
0
1
0.79
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80
1
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0
0
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0
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0
0
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49
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0
0
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102
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76
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0
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44
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0
0
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0.79
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31
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0
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0
0
0
0
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2
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1
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0
2
1.8
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1
1
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0
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2
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0.87
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31
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0
0
0
0
0
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0
0
0
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0
0
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113
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14
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0
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71
1
0
0
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0
0
0
0
0
0
0
0
0
0
0
11
1.3
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0.91
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43
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0
1
0
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0
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130
0.84
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2
30
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1
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15
5.6
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62
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1
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1
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25
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1
0
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1
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33
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0
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0
0
0
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1
0
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0
0
0
0
0.29
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58
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24
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1
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0
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0
0
0
0
0
0
0
77
0.95
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26
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0
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0
0
0
0
0
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122
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45
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0
0
0
0
0
0
1
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0
0
0
1
3.5
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53
1
0
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0
0
1
0
0
0
0
0
0
2
1.5
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0
49
1
0
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0
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1
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0
0
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0
2
33
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47
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0.57
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1
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0
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0
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0
0
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0
0
2
0
117
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0
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0
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0
0
0.46
0
126
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24
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1
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0
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0
0
0
0
1.2
0
114
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54
1
0
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0
0
0
0
1
0
0
0
0
0
0
40
1.9
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0.79
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1
81
1
1
0
0
0
0
0
0
0
1
0
0
0
0
0
3.9
1.4
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0
86
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
127
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49
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0
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0
0
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0
0
1
1.8
0
80
0.66
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65
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.035
0
148
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65
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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
0
0
0
1.9
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86
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0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.9
0
114
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41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
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83
0.79
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59
1
0
0
0
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0
0
0
0
0
0
0
1
0
0
0.83
2.3
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50
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0
0
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63
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54
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0
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0
0
0
0
0
0
0
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0
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1
0
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0
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2.8
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68
1
68
0
76
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0
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0
0
0
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0
0
0
0
0
0.83
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46
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0
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0
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75
1
0
0
0
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0
0
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0
0
0
0
0
0
0
1.7
1.6
112
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75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
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0.91
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75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
118
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49
1
1
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0
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0
0
0
0
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3.5
1.2
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0
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110
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79
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
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137
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35
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0
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0
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0
0
0
0
0
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0
226
0.93
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1
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102
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0
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0.02
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13
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120
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74
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0
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1.1
1.7
102
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0
0
0
14
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1
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1.4
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0
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47
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0
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140
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107
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