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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
47
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
176.68
0.59
6
1.44
4
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.15
1.47
82
1.01
81
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
41.53
1.19
46
0.88
52
1
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.77
2.08
95
1.13
84
1
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.51
2.51
88
1.02
86
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
59.93
0.67
13
1.04
12
1
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
36.41
0.72
65
0.88
73
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.81
1.24
80
0.99
81
1
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.5
1.7
92
1.12
83
1
20
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.51
0.49
94
0.86
110
1
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.63
2.33
73
0
0
1
58
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.75
1.9
89
0.99
91
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
55
0.62
15
0.93
16
1
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
56.44
0
76
0.98
78
1
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.86
0.74
143
1.24
115
1
53
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.71
1.24
48
0.79
62
1
80
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
192.72
0.57
7
0.91
10
1
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
142.08
0.08
29
1.05
28
1
23
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.81
2.33
106
1.11
95
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.31
0.2
97
0.87
112
1
72
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.62
1.14
86
1.36
63
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
65.17
0
51
1.05
49
1
44
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.98
0.68
119
0.88
135
1
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.93
2.04
132
0.97
136
1
58
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
7.37
0.7
89
0.89
101
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.71
2.2
99
1.16
85
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15.75
1.7
111
1.55
72
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
37.51
2.27
43
1.02
41
1
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.84
2.06
94
0.99
95
1
32
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.49
2.16
131
1.22
107
1
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.58
0.32
13
1.04
12
1
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
211.04
0
4
1.19
3
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.53
0.56
116
1.15
101
1
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.78
0
88
0.87
101
1
25
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
36.11
1.02
44
0.98
45
1
38
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
9.97
1.91
118
0
0
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.84
0
74
0.74
100
1
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
65.06
0.15
3
1.05
3
1
78
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.66
0.89
76
1.07
71
1
69
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
23.62
0.68
79
0.89
89
1
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.8
1.68
69
1.08
64
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.97
1.54
47
0.9
53
1
75
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
46.96
0.48
13
1.2
11
1
57
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.35
1.61
88
1.09
80
1
61
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.52
1.05
73
1.37
53
1
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.63
1.34
80
0.98
82
1
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.56
1.78
104
0
0
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.21
0.36
106
1
106
1
62
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
108.67
0.37
14
0.98
14
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.3
0.33
82
0.83
98
1
31
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25.59
0.97
71
1.06
67
1
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.52
0.49
73
1.02
72
1
33
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.32
1.94
68
1.14
59
1
29
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.01
0
69
0.95
73
1
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31.32
0.76
112
1.02
111
1
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.75
1.31
93
1.04
89
1
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
143.72
0.33
15
0.97
15
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.4
0.1
85
0.84
101
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14.42
1.77
98
1.26
78
1
24
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.58
1.6
84
0.91
93
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.38
1.56
125
1.11
113
1
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.65
0
88
0.91
96
1
28
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.98
0
112
1.09
102
1
32
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.68
0.08
113
0.93
122
1
83
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
195.3
0.23
11
0.74
17
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
75.24
0.23
27
0.96
28
1
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.68
1.76
75
1.21
63
1
45
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.24
1.59
95
1.06
90
1
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.92
2.13
126
1.2
105
1
74
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.38
1.41
145
1.23
117
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
38.81
0.27
81
1.14
71
1
59
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9
0.69
142
1.25
114
1
49
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.15
0.11
4
1
4
1
68
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
38.25
0.62
38
0.76
51
1
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.2
0
114
0.99
115
1
12
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.28
1.7
111
0.89
124
1
51
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
181.77
1.24
12
1.33
9
1
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
45.51
0.3
10
0.49
1
1
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.25
1.24
100
0
0
1
54
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.73
1.71
74
1.06
70
1
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
29.16
2.16
102
0.9
113
1
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.75
0
62
0.98
64
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.12
0
98
0.96
102
1
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6.22
2.28
118
1.3
91
1
66
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7
1.19
86
0.95
91
1
15
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
144.77
1.67
19
1.12
17
1
71
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.54
2.06
120
1.09
110
1
40
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.06
1.49
112
1.03
108
1
63
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.39
1.94
119
1.02
117
1
51
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
14.59
2.42
69
0
0
1
70
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.54
1.05
64
1.05
61
1
77
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
24.89
0.86
50
0.84
59
1
66
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.3
0.69
141
1.22
115
1
90
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11.13
0
82
0.88
93
1
66
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
43.27
1.02
80
1.15
70
1
59
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.61
0
90
0.87
104
1
63
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.49
0
79
0.8
99
1
76
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.86
0.44
59
1.01
58
1
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
245.31
1.07
9
1.02
10
1
73
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
47.78
0.46
13
1.21
11
1