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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
36
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
95
0.76
125
0
72
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0.4
0
186
1.24
150
0
49
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.5
109
1.08
100
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.4
120
0.87
138
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69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
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0.8
2.4
73
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69
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0
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1
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0
0
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0
0.05
2.6
93
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106
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52
1
0
0
0
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0
0
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0
0
0
0
0
0
0
0.7
2
85
0.89
96
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73
1
0
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0
0
0
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0
0
0
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0
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1
1.6
76
0.81
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0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
1.8
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0.98
140
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29
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.1
2.2
85
1.06
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51
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24
0.4
3
0.99
3
1
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
152
1.13
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0
25
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
4.9
0
74
0.92
80
0
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
100
0.88
113
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33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
87
0.86
101
0
33
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
16
1.7
75
0
0
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.1
77
0.72
107
0
78
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
2.3
96
1.05
92
0
64
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.8
130
1.18
111
0
71
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
1.2
61
0.8
76
0
55
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
1.7
76
0.65
116
0
55
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.05
2
149
1.09
136
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.4
2.2
85
1.07
79
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2
93
1.01
93
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
113
0.94
120
0
26
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1.3
2.5
132
1.24
107
0
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.8
105
0.9
117
0
79
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
2.2
97
1.01
97
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.8
94
0.82
115
0
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.3
146
1
146
0
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.5
133
1.16
115
0
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.1
82
0.88
93
0
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.5
121
0.8
153
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
1.2
105
0.91
115
0
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.1
2.9
125
1.02
122
0
70
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.3
1.8
98
0.93
105
0
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.8
2
84
0.9
93
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
2.6
108
1.05
102
0
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.1
117
0.95
123
0
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
2.5
135
1.02
132
0
41
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0.3
2.3
111
0.83
134
0
26
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.3
1.8
93
1.19
78
0
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
1.9
116
0.89
130
0
71
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3.6
1.7
89
1.04
86
0
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.3
120
0.8
149
0
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.1
119
1.03
116
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2
89
0.89
99
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
0
129
0.19
142
0
45
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
2.3
138
1.01
126
0
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
1.8
114
1
114
0
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.799999
1.5
61
0.85
72
1
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.7
2
82
0.94
87
0
21
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
1.8
84
0.75
113
0
21
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.3
2.6
106
1.06
101
0
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
2.1
123
1.03
119
0
58
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1.3
1.9
66
0.96
68
0
32
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1.8
2.2
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1.13
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52
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.25
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119
0.92
129
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60
1
0
0
0
0
0
0
1
1
0
0
0
0
0
0
5.9
0
126
1.13
111
0
77
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
0
131
0.74
176
0
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.9
2.4
91
0
0
0
73
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0.8
1.9
121
1.01
119
0
80
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.1
1.4
111
0.97
115
0
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2.2
108
0.89
121
0
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.5
1.9
102
0.87
118
0
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.3
144
0.95
152
0
20
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.6
2.4
93
0.92
101
0
54
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.6
2.9
115
1.07
107
0
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2.3
135
1.07
127
0
46
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.5
0
109
1.11
98
0
51
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
0
151
1.06
142
0
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
118
0.95
124
0
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26
0.3
6
0.8
7.6
1
58
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
0
123
0.93
132
0
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
1.5
90
0.9
100
0
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.4
2.7
93
0.99
94
0
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
91
0.95
96
0
62
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1.2
0
84
0.9
94
0
56
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.9
0
129
1.05
123
0
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
2.3
104
1.04
100
0
45
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.2
2.1
101
0.84
121
0
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.1
2.2
83
1.05
79
0
45
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
2
133
0.98
136
0
38
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
2
78
0.85
92
0
73
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0.2
2.5
136
0.89
153
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.3
1.8
112
0.89
126
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1.2
1.9
95
1.1
87
0
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.2
2
89
0
0
0
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.4
2
97
1.2
81
0
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.8
1.3
110
1.12
98
0
50
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.1
1.9
77
0.8
97
0
27
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
2.3
2.6
100
0
0
0
37
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.3
187
0.96
194
2
51
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
71
0.87
82
0
70
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1.6
1.8
107
1.11
97
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.2
0
105
0.97
108
0
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.2
1.8
95
1.09
87
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.7
2.1
103
1.03
100
0
52
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.9
2
73
1.04
70
0
25
1
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0.1
1.7
92
0.89
103
0