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
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
0
77
0.74
104
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.6
105
1.02
103
0
other
Negative
90
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.4
73
1.07
69
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.6
131
1.18
111
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.015
2.9
198
0.91
217
0
SVHC
Hyperthyroid
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.8
143
1.3
110
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
1.6
103
1.13
91
0
SVI
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
103
1.3
31
0
0
0
SVI
Hypothyroid
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.7
79
0.95
83
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
92
0.87
106
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.51
0
118
1.15
103
0
SVHC
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.2
107
0.94
114
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.88
2.2
101
1.03
97
0
SVI
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
13
0
75
1.35
55
0
SVI
Hypothyroid
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.7
87
0.87
100
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.08
0
133
0.84
158
0
other
Negative
72
F
t
f
f
t
f
f
f
f
f
f
f
f
f
1.7
0
113
0.85
132
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.67
1.8
107
0.85
126
0
other
Negative
75
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.83
1.9
116
0.99
117
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.6
111
0.77
145
0
SVHC
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
90
0.92
98
0
other
Negative
75
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.31
2.2
85
1.19
71
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.68
1.8
104
0.89
117
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2
131
0.95
138
0
SVI
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.7
79
0.78
101
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.44
0
75
0.6
124
0
SVI
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.7
113
1.06
107
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
0
0
0
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.03
0
163
0.95
172
0
other
Hyperthyroid
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
9.2
2.2
72
1.08
66
0
other
Hypothyroid
46
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.15
5.3
233
0.92
253
0
other
Negative
66
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
117
1.08
108
0
other
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.4
128
1.11
115
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
52
1.2
65
0.92
71
0
SVI
Hypothyroid
16
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
2.6
94
0.94
100
0
other
Negative
16
F
t
f
f
f
f
f
f
f
t
f
f
f
f
4.9
1.8
143
0.97
148
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.3
2.1
92
1.05
88
0
other
Negative
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
13
0
87
0.92
94
0
other
Hypothyroid
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.55
0
83
1.04
80
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.9
100
1.06
93
0
other
Negative
68
M
f
f
f
t
f
f
f
f
f
f
f
f
f
6.7
1.4
101
0
0
0
SVI
Hypothyroid
58
M
f
f
f
f
f
f
f
f
f
f
t
f
f
0.8
2.2
97
1.1
88
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.07
0.9
61
0.99
61
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
1.3
107
1.12
95
0
other
Negative
68
F
f
f
f
f
f
f
t
f
f
f
f
f
f
2.6
1.8
104
1.1
95
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.31
0
118
0.83
142
0
other
Negative
39
F
f
f
f
f
f
f
f
t
t
f
f
f
f
1.5
2.8
99
0.95
104
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.6
106
1.4
76
0
other
Negative
42
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.04
1.9
117
0.77
153
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
0
110
1.02
108
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
93
0.94
98
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.29
1.5
119
0.9
132
0
other
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
88
0.81
109
0
other
Negative
56
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.015
4.1
191
1
191
0
other
Hyperthyroid
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
1.6
100
1.01
99
0
STMW
Negative
26
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
83
0.7
117
0
other
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
t
f
0.015
0
135
0.82
166
0
other
Negative
37
F
f
f
f
f
f
f
t
f
f
f
f
f
f
25
0
71
1.04
68
0
other
Hypothyroid
29
F
f
f
f
t
f
f
f
f
f
f
f
f
f
5.1
0
72
0.8
90
0
other
Negative
91
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
112
0.99
113
0
SVI
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
87
0.92
95
0
SVI
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.7
85
0
0
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.7
93
0.84
111
0
other
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.4
90
0.97
92
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.4
84
0.96
88
0
SVI
Negative
65
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.36
2.4
128
1.01
127
0
SVI
Negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.7
116
1.07
108
0
other
Negative
50
F
f
f
f
f
f
t
f
f
f
f
f
f
f
3
0
106
1.07
99
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
1.8
103
0.84
124
0
SVHC
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
1.8
93
0
0
0
SVHC
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.2
0
0
0
0
other
Negative
8
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.2
77
0.85
91
0
other
Negative
42
F
t
f
f
f
f
f
f
t
f
f
f
f
f
2.9
0
141
1.08
131
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
113
0.82
138
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.4
128
1.13
114
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
34
other
Hyperthyroid
41
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.39
1.9
120
1.03
117
0
SVI
Negative
71
F
f
f
f
f
f
f
f
t
f
f
f
f
f
9.4
1.4
77
0.89
87
0
SVI
Hypothyroid
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
0
127
0.92
138
0
SVI
Negative
54
M
f
f
f
f
f
f
f
f
t
f
f
f
f
16
1.5
60
0.78
77
0
SVI
Hypothyroid
64
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.1
0
113
0.91
125
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.5
2.3
116
1.08
107
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.5
106
0.91
117
0
SVI
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
112
0.95
117
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.7
92
0
0
0
SVHC
Negative
27
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.1
0
70
0.48
146
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5
0
82
0.81
101
0
SVHC
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.3
109
1.04
105
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
92
0.93
99
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
0
88
0.72
122
0
SVI
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.4
111
0.78
142
0
SVI
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0.7
41
0.6
69
0
SVI
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.98
0
0
0.72
118
0
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.4
105
1.16
91
0
other
Negative
65
F
f
f
f
f
f
f
f
t
f
f
f
f
f
12
0
99
1.14
87
0
other
Hypothyroid
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.4
107
0.92
116
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
88
0.93
95
0
other
Negative
14
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
3.1
112
1.06
106
0
other
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.7
89
0.86
104
0
other
Negative
27
F
t
f
f
f
f
f
f
t
t
f
f
f
f
0
1.9
0
0
0
0
other
Negative