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
37
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.54
2.5
170
1.4
121
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
12
1.2
105
0.84
125
0
other
Hypothyroid
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.8
91
0.92
99
0
SVI
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.03
1.8
122
1.07
114
0
SVI
Negative
71
F
f
f
f
t
f
f
f
f
t
f
f
f
f
0.03
3.8
171
1.13
151
0
other
Negative
66
F
f
f
f
f
f
t
f
f
t
f
f
f
f
1.7
1.4
89
0.87
103
0
SVI
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.7
81
0
0
0
SVI
Negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
15
4.5
239
2.12
113
0
other
Negative
61
M
t
f
f
f
f
f
f
f
f
f
f
f
f
3.8
1.3
93
0.84
111
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
1.7
104
1.04
100
0
SVI
Negative
47
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.2
2.1
130
0.99
131
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
0
0
0
0
0
other
Negative
35
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0.035
1.7
114
0.98
115
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
65
F
f
f
f
t
f
f
f
t
f
f
f
f
f
0
0
0
0
0
22
other
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
24
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
t
t
f
0
0
0
0
0
29
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.3
128
1.22
105
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.6
103
0.92
111
0
other
Negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
1.8
122
0.92
113
0
SVHC
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
1.6
108
1.14
95
0
SVHC
Negative
40
F
f
f
f
f
f
f
f
f
t
f
f
f
f
9.2
1.5
113
1.03
109
0
other
Hypothyroid
71
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.03
1.5
104
1.05
100
0
other
Negative
17
F
t
f
f
f
f
f
f
f
f
f
f
f
f
13
1.6
151
1.39
109
0
other
Negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.03
0
124
0.99
130
0
other
Negative
41
F
f
f
f
f
f
f
t
f
f
f
f
f
f
3.2
1.3
78
0.97
80
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1
54
0.78
70
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.4
85
0.93
92
0
other
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.03
1.6
96
0.97
99
0
other
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.3
102
0.95
108
0
SVI
Negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
400
0.5
11
1.19
9.099999
0
other
Hypothyroid
62
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.54
0
85
0.94
91
0
other
Negative
14
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
100
1.09
91
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
31
other
Hyperthyroid
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
32
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.8
1.3
86
0.89
96
0
other
Negative
28
F
f
f
f
f
f
t
f
f
f
f
f
f
f
103
2.1
65
1.16
56
0
SVI
Hypothyroid
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.5
2.1
91
1.16
79
0
other
Hypothyroid
20
F
f
f
t
f
f
f
f
f
t
f
f
f
f
0.03
2.7
107
1.07
100
0
other
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
7.4
2
120
1.02
117
0
other
Hypothyroid
67
M
f
f
f
f
f
f
f
f
f
f
t
f
f
0
0
101
1.01
100
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.75
1.6
100
0.93
107
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.3
104
0
0
0
other
Negative
74
F
f
f
f
f
f
f
f
t
f
f
f
f
f
23
0.2
50
0.85
58
0
SVI
Hypothyroid
38
M
t
f
f
f
f
f
f
t
f
f
f
f
f
0
0
0
0
0
11
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.1
102
0.97
105
0
SVI
Negative
32
M
f
f
f
f
f
f
f
f
t
f
f
f
f
2.2
2
102
0.86
119
0
SVHC
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.1
84
1
83
0
SVI
Negative
88
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.6
107
1.09
99
0
SVI
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.3
146
1.34
108
0
SVI
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.9
92
1
92
0
other
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.7
129
1.1
116
0
SVI
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.03
1.8
83
1.19
69
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.9
97
1.03
94
0
other
Negative
58
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.035
0
137
0.91
151
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
19
other
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.3
104
1.08
96
0
SVHC
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.8
121
0.94
129
0
SVHC
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.3
127
1
127
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.9
1.9
122
0.95
129
0
SVI
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.03
1.4
74
0.52
143
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
1.6
101
1.1
92
0
SVI
Negative
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.03
4.1
160
0.78
204
0
other
Hyperthyroid
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
75
0.87
86
0
other
Negative
54
F
f
f
f
t
f
f
f
t
f
f
f
f
f
0.86
1.7
98
0.96
102
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.73
1.8
109
1.05
104
0
SVI
Negative
34
F
f
f
f
f
t
f
f
f
t
f
f
f
f
0.035
2.5
119
1.55
76
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2
90
0.93
97
0
other
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
118
0.99
119
0
SVHC
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.67
1.1
137
0.86
160
0
SVI
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.7
84
0.63
133
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.2
116
1.14
102
0
SVHC
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
1.7
98
0.74
132
0
SVHC
Negative
33
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0.08
0
126
1
126
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
6
1.5
97
0.88
110
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
2.2
118
1.01
117
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.7
91
0.98
93
0
other
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.9
108
1.06
102
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.3
80
0.88
91
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2
92
1
92
0
SVI
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.6
91
0.68
133
0
SVI
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
19
other
Negative
67
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
28
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
27
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
27
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
2.6
113
1.09
104
0
other
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.2
114
0.93
123
0
other
Negative
48
F
t
f
f
f
f
f
f
f
f
t
f
f
f
1.5
2.5
101
0.97
104
0
SVHC
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
3.1
99
1.01
98
0
SVHC
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.6
117
1.31
90
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.2
2.1
123
1.18
104
0
other
Hypothyroid
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.3
92
0.89
103
0
SVI
Negative
33
F
f
f
f
f
f
t
f
f
f
f
f
f
f
8.2
1.5
74
0.9
83
0
STMW
Hyperthyroid
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.4
107
1.1
92
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.4
98
1.08
91
0
SVHC
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.2
139
1.02
136
0
SVHC
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.1
91
0.93
98
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1.9
94
1.07
88
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.2
90
1.04
87
0
SVHC
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.6
123
1.09
113
0
SVI
Negative