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
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.9
109
1.01
108
0
other
Negative
59
F
t
f
f
t
f
f
f
f
f
f
f
t
f
0.2
4.3
140
1.68
83
0
SVHD
Hyperthyroid
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
0
88
0.82
107
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.7
87
1.07
81
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.3
99
1.05
95
0
SVHC
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.8
104
1.11
94
0
SVI
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.5
91
1.17
78
0
SVI
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1
46
0.66
70
0
SVI
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.2
97
0.9
107
0
SVI
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.4
80
0.88
91
0
SVI
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.8
87
1
87
0
SVI
Negative
57
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0
0
0
0
0
25
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.5
99
1.12
89
0
STMW
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.5
104
1.2
86
0
STMW
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.9
83
0.89
93
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
0.3
73
0.78
94
0
other
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.9
128
1.12
114
0
SVHC
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.5
84
1.06
79
0
other
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.5
63
0.68
92
0
other
Negative
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.2
70
0.85
82
0
other
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.3
91
0.93
98
0
SVHC
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.4
101
1.18
86
0
other
Negative
60
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.2
2.1
105
1.09
97
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.9
90
1
90
0
SVI
Negative
39
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0.2
2.2
106
0.75
141
0
other
Negative
23
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.6
0
78
1.07
73
0
other
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.2
0
98
0.72
136
0
other
Negative
21
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
3.7
162
1.47
110
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
27
other
Negative
18
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.4
86
1.01
85
0
other
Negative
11
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
0
191
1.23
156
0
other
Hyperthyroid
36
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
187
1.69
111
0
other
Negative
32
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.2
1.7
85
0.84
101
0
other
Negative
57
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.2
2
91
1.18
77
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.3
70
0.99
71
0
SVHC
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.3
92
1.05
88
0
other
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.8
146
1.1
133
0
SVI
Negative
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.2
0
134
1.03
130
0
other
Negative
76
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.9
2.2
105
1.09
96
0
other
Negative
73
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.5
1.6
143
1.06
134
0
other
Negative
87
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.2
3.4
164
0.82
200
0
other
Hyperthyroid
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.4
99
1.21
82
0
other
Negative
61
F
f
f
f
f
f
f
t
f
t
f
f
f
f
3.7
2.4
77
1.24
62
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0.9
2.8
126
1.29
98
0
other
Negative
11
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
19
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.1
116
1.06
109
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
2.4
126
0.92
136
0
SVHC
Negative
52
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.3
116
0.94
123
0
other
Negative
72
M
f
f
f
f
f
f
f
f
t
f
f
t
f
0
2.8
120
1.18
102
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
3.6
176
1.43
123
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
86
0.98
88
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.3
77
0.65
118
0
other
Negative
52
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.5
1.6
80
0.82
98
0
other
Negative
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.4
92
0.88
105
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.3
112
1.01
111
0
other
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.1
77
0.91
84
0
SVI
Negative
63
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.8
1.9
98
0.89
111
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.5
92
1.08
85
0
SVI
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.4
78
0.82
96
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
43
0.3
14
0
0
0
SVI
Hypothyroid
20
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.2
117
0
0
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
82
0.2
5.8
0
0
0
SVI
Hypothyroid
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2
112
1.01
111
0
SVI
Negative
37
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.5
111
0.97
114
0
other
Negative
25
M
f
t
f
f
f
f
f
f
t
f
f
f
f
0.25
3.4
101
0
0
0
other
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.4
102
0.77
134
0
other
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.1
46
0
104
0
SVI
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2
99
0.8
124
0
SVHC
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.4
86
0.75
114
0
SVHC
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.3
102
1
102
0
SVHC
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.4
2.2
75
0.9
84
0
SVI
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.3
62
0.75
83
0
SVHC
Negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.5
102
0.96
106
0
other
Negative
70
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.6
2.6
144
1.2
120
0
SVHD
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.8
102
0.82
124
0
other
Negative
49
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
81
1.14
71
0
other
Negative
64
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.6
1.8
112
1.06
106
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
0
104
0.9
116
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
17
other
Negative
28
F
f
f
t
f
f
f
f
f
f
f
f
f
f
3.7
2.8
100
0
0
0
other
Negative
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
0
135
1.1
123
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.1
0
0
0
0
other
Negative
64
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.4
117
0.97
121
0
other
Negative
17
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
0
117
0.92
126
0
other
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.5
114
0.99
115
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.3
124
1.17
106
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.4
79
0.77
103
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.5
88
0.87
101
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.2
81
0.9
90
0
SVI
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.5
85
0.73
116
0
SVI
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.5
88
0.84
105
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.4
100
1
100
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.4
2.7
94
1.14
82
0
SVI
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.2
81
0.94
86
0
SVI
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
14
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
0
92
0.91
101
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.6
4.2
164
1.55
106
0
other
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.3
93
1.01
91
0
SVI
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.2
113
1.01
111
0
SVI
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.8
114
0.92
124
0
SVI
Negative