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
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
30
other
Negative
52
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0.15
1.2
99
0.77
128
0
SVI
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.2
122
1.02
120
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.8
99
1.01
98
0
SVI
Negative
14
F
f
f
f
f
f
f
f
f
f
f
f
f
f
15
1.8
56
0.95
59
0
SVI
Hypothyroid
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2
133
0
0
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.3
1.4
95
0.96
98
0
SVI
Hypothyroid
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.3
82
0.77
106
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.2
101
0.84
119
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.2
80
0
0
0
SVI
Negative
82
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.2
90
0.94
96
0
SVI
Negative
38
M
t
f
f
f
f
f
f
t
f
f
f
f
f
0
2
0
0
0
0
other
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.5
93
0.84
111
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.3
60
0.9
67
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0.15
1.6
114
0.81
141
0
other
Negative
44
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.6
0
117
0.93
126
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.1
105
0
0
0
other
Negative
78
F
t
f
f
f
f
f
f
t
f
f
f
f
f
21
0.7
42
0.96
43
0
SVI
Hypothyroid
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.9
122
1.11
110
0
SVI
Negative
60
F
f
f
f
f
f
f
f
t
t
f
f
f
f
4.4
2.1
86
0
0
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
24
1.3
52
0.79
66
0
other
Hypothyroid
57
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.15
2.2
92
0.76
121
0
other
Negative
60
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
0.1
other
Negative
21
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
8.4
other
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
1.9
76
0.76
100
0
other
Negative
38
F
t
f
t
f
f
f
f
f
f
f
f
f
f
2.9
2.7
101
1.15
88
0
other
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
2
112
0.87
128
0
SVHC
Negative
40
F
t
f
f
f
f
f
f
f
f
f
f
f
t
0.15
1.7
106
0.75
141
0
SVHC
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
1.8
106
0.92
115
0
SVHC
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
2.5
131
1.01
129
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.5
95
0.97
99
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2
87
1.03
84
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
143
0.4
15
0.98
15
0
SVI
Hypothyroid
55
F
f
f
f
f
f
f
f
f
t
f
f
f
f
4.1
2
78
0.79
99
0
STMW
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
113
1.12
101
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.9
106
1.08
98
0
other
Negative
40
F
f
f
f
f
f
f
f
t
t
f
f
t
f
0
0
0
0
0
27
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.8
90
0.7
128
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
2.2
124
1.14
109
0
SVI
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.7
117
0.9
129
0
SVI
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.3
1.3
134
1.15
117
0
SVI
Hypothyroid
76
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.3
2.1
101
1.13
90
0
other
Negative
32
F
f
t
f
f
f
f
f
f
f
f
f
f
f
11
1.8
69
0.9
77
0
other
Hypothyroid
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
25
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
33
other
Hyperthyroid
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
23
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.7
108
1.1
98
0
other
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
2.1
97
1.02
95
0
SVHC
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.2
83
1.05
79
0
SVHC
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.8
97
1.01
92
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.4
137
1
137
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
150
1.6
34
1.07
32
0
other
Hypothyroid
31
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
3
169
0.96
176
0
other
Hyperthyroid
50
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.05
2.1
100
0.84
119
0
other
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
235
0.5
2
1.24
1.4
0
other
Hypothyroid
53
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.2
2.5
136
1.18
116
0
other
Negative
69
F
f
f
f
f
f
f
f
t
f
f
f
f
f
6.6
1.5
50
0.83
60
0
SVI
Hypothyroid
69
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.4
2.1
92
1.02
91
0
other
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2
103
0.91
113
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.3
96
0.92
104
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
18
1.3
72
0
0
0
SVI
Hypothyroid
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.3
98
0.9
109
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
0
0
0
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
110
1.03
107
0
other
Negative
13
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.4
62
1.03
60
0
other
Negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
55
1
50
1.17
43
0
other
Hypothyroid
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.1
72
0.86
84
0
other
Negative
20
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.3
1.2
72
0.83
87
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.8
96
0.69
140
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.9
1.7
119
0.96
123
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.8
92
0
0
0
other
Negative
44
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
154
1.06
146
0
WEST
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
0
0
0
0
0
other
Negative
15
F
f
f
f
f
f
t
f
f
f
f
f
f
f
14
2.1
78
0.99
79
0
SVI
Hyperthyroid
29
F
f
f
f
f
f
t
f
f
f
f
f
f
f
2.8
2.2
120
0.97
123
0
SVI
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.2
118
0.76
154
0
SVI
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.8
128
0.86
150
0
SVI
Negative
57
M
t
f
f
f
f
f
f
f
f
f
t
f
f
0.1
4.5
159
1.04
153
0
SVI
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.3
101
0.83
121
0
SVI
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.9
68
0.8
86
0
SVI
Negative
84
M
f
f
f
t
f
f
f
f
f
f
f
f
f
5.8
1.9
52
0.64
81
0
other
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.4
117
0.9
131
0
SVI
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
16
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
28
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.9
81
0.79
102
0
other
Negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
3.5
120
0.78
154
0
other
Hyperthyroid
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
2.5
76
0.98
78
0
SVI
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1
1.9
86
0.89
97
0
SVHC
Negative
54
F
f
f
f
f
f
f
f
f
f
f
t
f
f
1.4
1.4
79
0.81
98
0
SVI
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.5
70
0.8
88
0
other
Negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.3
76
1.03
84
0
other
Negative
43
F
f
f
t
f
f
f
f
f
t
f
f
f
f
0.7
1.9
104
0.99
104
0
other
Negative
59
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
3.1
198
0.59
334
0
other
Hyperthyroid
72
F
f
t
f
f
f
f
f
f
f
f
f
t
f
0.15
2.2
182
0.85
214
0
SVI
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.2
94
0.92
103
0
SVI
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
1.5
107
0.72
147
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.9
60
0.76
79
0
other
Negative
59
F
f
f
f
f
f
t
f
f
f
f
f
f
f
4.3
2.2
65
0.83
79
0
SVI
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2.1
91
0.81
112
0
other
Negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.9
99
0
0
0
other
Negative