age
int64
1
97
sex
stringclasses
2 values
on_thyroxine
stringclasses
2 values
query_on_thyroxine
stringclasses
2 values
on_antithyroid_meds
stringclasses
2 values
sick
stringclasses
2 values
pregnant
stringclasses
2 values
thyroid_surgery
stringclasses
2 values
I131_treatment
stringclasses
2 values
query_hypothyroid
stringclasses
2 values
query_hyperthyroid
stringclasses
2 values
lithium
stringclasses
2 values
goitre
stringclasses
2 values
tumor
stringclasses
2 values
psych
stringclasses
2 values
TSH
float64
0
530
T3
float64
0
18
TT4
float64
0
430
T4U
float64
0
2.12
FTI
float64
0
839
TBG
float64
0
200
referral_source
stringclasses
6 values
target
stringclasses
3 values
20
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.025
0
182
1.43
127
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
83
0.75
111
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
0
85
0.85
100
0
SVI
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
116
0.92
126
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.3
0
59
0.98
60
0
other
Hypothyroid
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
137
0.96
143
0
SVHC
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
85
0.69
123
0
SVHC
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
87
0.97
90
0
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
73
0.87
84
0
other
Negative
31
F
f
f
f
f
f
t
f
f
f
f
f
f
f
4.7
2.6
73
0.97
75
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
20
0
39
1
39
0
SVI
Hypothyroid
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
500
0.5
5
1.19
4
0
other
Hypothyroid
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
85
0.73
116
0
other
Negative
60
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0.02
1.4
90
0.81
111
0
other
Negative
77
F
t
f
f
f
f
f
f
t
f
f
f
f
f
3.6
1.8
134
1.02
131
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
9.099999
0
82
0.84
98
0
SVI
Hypothyroid
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
0
0
0
0
0
other
Negative
66
F
f
f
f
f
f
f
f
t
f
f
f
f
f
6.7
0
56
0.73
77
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
6.9
0
95
1.05
90
0
other
Hypothyroid
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
66
0.93
71
0
SVHC
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.2
90
0.84
107
0
SVHC
Negative
56
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.4
0
67
0.71
94
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
97
1.23
79
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.4
63
0
0
0
other
Negative
51
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
95
0.77
123
0
other
Negative
51
M
f
f
f
f
f
t
f
f
f
f
f
f
f
2.7
2
115
0.9
128
0
other
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
7.2
1.7
81
0.9
90
0
other
Hypothyroid
35
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
93
0.76
122
0
STMW
Negative
69
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.3
0
109
0.93
117
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
6
1.1
48
0.62
77
0
SVI
Negative
59
F
f
f
t
f
f
f
f
f
f
f
f
f
f
3.2
1.8
106
1.16
91
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.76
0
121
1.11
109
0
other
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
97
0.96
101
0
SVHC
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
t
4.5
0
97
0.85
114
0
SVHC
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
0
72
0.92
78
0
SVHC
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
90
0.93
97
0
other
Negative
26
M
f
f
f
f
f
t
f
f
f
f
f
f
f
0.56
2.1
137
0.91
151
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
104
0.8
130
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
2
106
0.85
125
0
SVHC
Negative
84
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5
2.6
128
1.14
112
0
other
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
14
6.7
280
0.85
329
22
other
Hyperthyroid
72
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
84
0.94
89
0
other
Negative
65
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
10
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.64
0
144
1.15
125
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
0
93
0.88
106
0
SVHC
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.54
2
112
1.11
101
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
9.599999
1.2
126
0.9
140
0
other
Hypothyroid
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
91
0.9
101
0
other
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
143
0
0
0
SVHC
Negative
74
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.99
1.9
121
1.09
111
0
SVI
Negative
38
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.55
2.2
145
1.01
144
0
other
Negative
66
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.02
2.4
122
0.92
133
0
other
Negative
63
M
t
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.8
94
0.88
107
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2
99
1.1
90
0
other
Negative
62
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.94
1.8
83
0.82
101
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
94
1.09
86
0
other
Negative
66
F
f
f
f
f
f
t
f
f
f
f
f
f
f
3.6
1.9
82
1.13
73
0
other
Negative
77
F
f
f
f
f
f
f
t
f
f
f
f
f
f
39
1.2
48
1.14
42
0
other
Hyperthyroid
71
F
f
f
f
f
f
f
f
t
f
f
f
f
f
23
1.8
87
0.96
91
0
other
Hypothyroid
31
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.6
124
0.96
129
0
other
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
36
other
Hyperthyroid
69
M
f
f
f
f
f
f
f
f
t
f
f
f
f
2.2
0
87
0.8
109
0
other
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.7
101
1.1
92
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.99
0
70
0.67
104
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
0
133
1.07
124
0
other
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.4
1.2
88
0.69
128
0
SVI
Negative
42
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0
2.1
0
0
0
0
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.8
0
69
1.02
68
0
other
Negative
56
F
t
f
f
f
f
f
f
f
t
f
f
f
f
2
2
94
0.9
104
0
other
Negative
46
M
f
f
f
f
f
f
f
t
t
f
f
f
f
4
2.2
123
0.9
137
0
other
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
0
123
0.99
124
0
SVHC
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
121
1.21
100
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.6
117
1.05
111
0
SVHC
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
66
0.77
86
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.68
2
90
0.8
113
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.8
2.4
164
1.12
146
0
SVI
Negative
88
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.3
110
0.82
134
0
SVI
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
2.2
92
0.83
111
0
SVI
Negative
82
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
0
116
0.74
157
0
SVHC
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
158
1.55
102
0
other
Negative
17
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
74
0.77
96
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
0
other
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
0
74
0.59
125
0
other
Negative
74
F
f
f
f
f
f
f
f
f
t
f
f
f
f
5.1
2.5
132
0.97
136
0
SVI
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.41
0
117
1.14
103
0
SVI
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
0
90
0.68
132
0
SVHC
Negative
55
M
f
f
f
f
f
f
f
f
f
t
f
f
f
2.9
0
143
0.91
157
0
SVHC
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
2
93
0.98
95
0
other
Negative
57
F
f
f
t
f
f
f
f
f
f
f
f
f
f
3.3
2.5
66
0.91
73
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
90
0.82
110
0
other
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
1.8
111
0.83
134
0
SVHC
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
0
80
0.75
107
0
SVHC
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
78
0.7
111
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
t
3.7
0
105
0.83
127
0
SVHC
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
1.7
98
0
0
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
2.4
102
1.02
100
0
SVHC
Negative
74
F
f
f
f
f
f
f
f
f
t
f
f
f
f
3.6
2
84
0.78
108
0
SVI
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
98
0.93
105
0
SVI
Negative
95
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
98
0.91
108
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.73
1.5
97
0.71
136
0
SVI
Negative