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
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
0
81
1.01
80
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.8
69
0.99
68
0
other
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
80
0.4
9
0.85
10
0
other
Hypothyroid
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
176
0.5
6
1.45
4
0
other
Hypothyroid
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.8
81
0.85
95
0
other
Negative
17
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.4
87
0.96
91
0
SVHC
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.1
87
0.85
102
0
SVI
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
30
0.6
15
1.48
10
0
SVI
Hypothyroid
70
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
2.1
96
1
96
0
SVHC
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
2.6
149
1.24
120
0
SVHC
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.5
84
0.93
90
0
other
Negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.05
0
108
0.92
117
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
11
0.3
13
1
13
0
other
Hypothyroid
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
0
97
1.12
87
0
other
Negative
11
F
f
f
f
f
f
f
f
f
t
f
f
t
f
0.1
1.8
61
0.82
74
0
SVI
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.4
79
0.72
110
0
SVI
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.6
105
0.93
113
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
0
114
1.05
109
0
other
Negative
53
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.4
182
1.2
152
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.9
125
0.95
132
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
1.5
73
0.95
77
0
SVHC
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
71
0.5
4
1.27
3
0
SVI
Hypothyroid
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.9
83
1.01
82
0
SVHC
Negative
56
F
t
f
f
f
f
t
f
f
f
f
f
f
f
0.1
2.2
86
0.88
98
0
other
Negative
32
F
t
f
f
f
t
f
f
f
f
f
f
t
f
0.1
3.2
178
1.68
106
0
other
Hyperthyroid
27
M
f
f
f
f
f
f
f
t
t
f
f
f
f
9.099999
1.7
135
0.93
145
0
other
Hypothyroid
57
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.1
0
109
1.12
97
0
other
Negative
26
F
f
f
t
f
f
f
f
f
f
f
f
f
f
1.2
1.4
79
0.93
85
0
other
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
t
f
10.7
0
70
1.1
64
0
other
Hypothyroid
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.8
78
1.01
77
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.9
1.4
71
0.9
79
0
SVHC
Negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.9
99
0
0
0
other
Negative
28
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.1
2.2
131
0.89
147
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.7
96
1.09
88
0
SVI
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.6
151
1.43
106
0
SVI
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.6
100
0.96
104
0
SVI
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
1
89
0.82
109
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.3
113
0.85
133
0
other
Negative
60
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.1
1.9
151
1.03
147
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.6
71
0.76
93
0
SVI
Negative
45
M
f
f
f
f
f
f
f
f
t
f
f
f
f
1.3
2.6
56
1.03
54
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.9
118
0.96
123
0
SVI
Negative
63
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.1
1.6
73
0.85
86
0
other
Negative
76
M
f
f
f
f
f
f
f
f
t
f
f
f
f
1.83
1.4
117
1.01
116
0
SVHC
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
1.2
59
0.87
68
0
SVHC
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.4
104
0.94
111
0
SVI
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.9
83
0.69
120
0
SVI
Negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.7
79
0.8
99
0
SVI
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2
98
0.91
108
0
other
Negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
84
0.82
102
0
other
Negative
8
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.4
117
1.2
98
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.6
77
0.86
90
0
other
Negative
41
F
f
f
t
f
f
f
f
f
f
f
f
f
f
4.2
1.9
88
0.84
105
0
other
Negative
43
M
f
f
f
f
f
f
t
f
f
f
f
f
f
1.1
1.7
98
0.71
138
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2
110
1.01
109
0
SVI
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
46
0.5
14
1.19
12
0
SVI
Hypothyroid
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.3
91
1.1
83
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
0
69
0.83
83
0
other
Negative
27
F
f
f
f
f
f
f
f
t
t
f
f
f
f
18
0
61
1.01
61
0
other
Hypothyroid
66
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.2
2.1
139
1.1
126
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
170
0.3
12
1.05
11
0
other
Hypothyroid
48
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0.2
0
115
1
115
0
other
Negative
58
F
f
f
t
f
f
f
f
f
f
f
f
f
f
7.5
1.4
40
1.13
35
0
other
Hyperthyroid
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.5
135
1.28
105
0
other
Negative
55
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.8
1.5
99
0.95
104
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
2
67
0.82
82
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.8
89
0.93
96
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.2
127
1.18
108
0
SVI
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.2
105
0.98
107
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
145
0.2
16
0.94
17
0
SVI
Hypothyroid
54
F
f
f
f
f
f
t
f
f
f
f
f
f
f
1
0
60
0.68
88
0
other
Negative
21
M
f
f
f
f
f
t
t
f
f
f
f
f
f
0
0
0
0
0
18
other
Negative
12
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.4
97
0.97
100
0
other
Negative
10
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.2
82
0.77
106
0
other
Negative
82
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.4
147
1.12
131
0
other
Negative
30
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.1
1.4
112
0.85
132
0
SVI
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2
78
0.86
91
0
SVI
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.5
123
0
0
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.7
91
0.98
93
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.8
101
0.92
110
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2
130
0.94
138
0
SVI
Negative
67
F
f
f
f
f
f
f
t
t
f
f
f
f
f
0.1
2.2
93
1.13
82
0
other
Negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.4
65
0.81
80
0
other
Negative
88
F
f
f
f
f
f
f
f
f
t
f
f
f
f
7.9
1.9
47
1.07
44
0
other
Hypothyroid
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.4
113
1.07
106
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.6
81
0.86
94
0
SVI
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.1
90
0.93
97
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
19
2.3
66
1.09
61
0
SVHC
Hypothyroid
73
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.5
2.2
105
1.14
92
0
SVI
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
48
0
7.6
1.02
7.5
0
other
Hypothyroid
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
25
0.3
4.1
1.2
3.4
0
other
Hypothyroid
11
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
90
1.07
84
0
other
Negative
78
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.4
0
64
1.19
54
0
other
Negative
29
F
f
f
f
f
f
t
f
f
f
f
f
f
f
7.3
1.5
90
1.48
61
0
SVI
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
1.7
73
1
73
0
SVHC
Negative
16
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0.1
0
101
1.1
92
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.2
75
1.06
71
0
other
Negative
58
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.3
4.1
202
0.8
253
0
other
Hyperthyroid
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0
90
0.98
92
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0
116
1
116
0
other
Negative