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
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.5
97
1
85
0
SVHC
Negative
88
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.83
1.5
89
0.94
95
0
SVI
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.3
87
0.93
94
0
other
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.015
4.2
188
1.39
135
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.7
138
1.34
103
0
other
Negative
53
F
t
f
f
f
f
t
f
f
f
f
f
f
f
0.03
0
52
1.09
140
0
other
Negative
21
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.6
88
1.01
87
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.3
129
1.29
100
0
STMW
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
2
82
0
0
0
other
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.7
137
1.19
115
0
SVHC
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.3
83
1.19
69
0
SVHC
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.2
124
1.12
111
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2
78
0.84
93
0
other
Negative
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
5.9
1.8
163
1.09
149
0
other
Negative
69
F
t
f
f
f
f
f
t
f
f
f
f
f
f
1.3
1.7
116
0.95
122
0
other
Negative
31
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
9.599999
other
Negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.5
101
0.89
113
0
SVI
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.59
2.1
119
1.08
110
0
SVHC
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2.3
129
1.24
103
0
SVHC
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.9
2.4
61
0
0
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.91
1.8
93
1.04
89
0
SVI
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.8
68
0.79
86
0
SVI
Negative
18
F
f
f
f
f
f
t
f
f
f
f
f
f
f
16
1.3
75
1.11
68
0
SVI
Hyperthyroid
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
1.6
106
0.88
120
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.8
2.6
93
1.18
79
0
STMW
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.4
99
1.13
88
0
other
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
116
0.95
122
0
other
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
12
2
0
0
0
0
other
Hypothyroid
53
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.62
1.7
116
1
116
0
SVI
Negative
82
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.1
1.7
99
0.91
108
0
SVI
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.7
119
1.36
88
0
STMW
Negative
66
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.8
0
0
0
0
other
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
2.2
113
1.17
97
0
SVI
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.84
1.3
66
1.17
56
0
SVI
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.8
76
1.02
75
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.9
81
0.83
98
0
SVI
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2.2
103
1.1
93
0
SVI
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
69
other
Hyperthyroid
57
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.01
2.9
98
0.87
113
0
other
Negative
41
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0
0
0
0
0
34
other
Hyperthyroid
80
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.005
2.7
101
0.84
121
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.74
2.9
100
1.06
95
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.46
1.4
85
1.12
77
0
SVI
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.3
124
1.25
99
0
SVI
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.77
1.8
109
0.92
118
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2.2
105
1.01
105
0
SVI
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.4
62
0.72
85
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.12
1.5
117
0.94
125
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2.4
112
0
0
0
other
Negative
73
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2
1.6
116
0.93
125
0
SVI
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.9
1.4
96
0.88
109
0
SVI
Negative
41
M
f
f
t
f
f
f
f
f
t
f
f
f
f
0.005
2.2
64
0.94
69
0
other
Negative
51
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.005
2.8
132
0.95
139
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
15
2.1
83
1.24
67
0
STMW
Hypothyroid
2
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.7
0
0
0
0
0
STMW
Hypothyroid
61
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.005
2.5
114
0.93
122
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.7
96
0.83
116
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.7
82
1
81
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.9
110
1.02
108
0
SVI
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.5
110
0.8
137
0
SVI
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.7
1.9
96
1.12
85
0
SVI
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.4
113
1.34
84
0
SVI
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.9
1.9
101
0
0
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.6
96
0.79
122
0
SVI
Negative
36
F
f
f
f
f
t
f
f
f
t
f
f
f
f
0.005
0
108
1.1
99
0
other
Negative
48
F
t
f
f
f
f
f
f
t
f
f
f
f
f
178
1
63
1.08
59
0
other
Hypothyroid
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.02
2.3
122
1.66
73
0
STMW
Negative
70
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
17
other
Negative
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
28
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.3
120
1.01
119
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2
109
0
0
0
other
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.1
115
0.97
119
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2
101
0.93
109
0
other
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.3
109
0.89
122
0
SVI
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
1.4
144
0
0
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.1
117
1.09
107
0
SVI
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2
101
0.94
108
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
2.4
125
1.09
115
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.3
111
1.14
97
0
SVI
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.3
128
1.14
112
0
other
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
31
other
Hyperthyroid
14
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
33
other
Hyperthyroid
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
44
other
Hyperthyroid
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.1
164
1.14
145
0
SVI
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.7
113
0
0
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
2.1
157
1.16
135
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
165
0.4
17
1.19
14
0
other
Hypothyroid
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.8
150
1.04
145
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
54
2.1
50
1.1
46
0
SVI
Hypothyroid
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.4
64
0.79
81
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.68
1.4
101
0.98
103
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.61
1.6
103
0.93
111
0
SVI
Negative
61
F
f
f
f
t
f
t
f
f
f
f
f
f
f
1.8
1.9
102
1.06
97
0
SVHD
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
1.6
97
1.12
87
0
SVHC
Negative
68
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.3
1.5
112
0.99
114
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.2
2.1
80
1.01
79
0
other
Hypothyroid
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.4
106
0.92
115
0
SVI
Negative
30
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0
1.8
89
1.05
85
0
other
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.6
118
1.1
107
0
SVI
Negative