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
6
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.9
78
0.86
91
0
SVI
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.8
92
0
0
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0
118
1.03
114
0
other
Negative
63
F
f
f
f
t
f
f
f
f
f
f
f
f
f
4.7
0.4
38
0.64
60
0
SVI
Negative
70
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.3
2
108
1.05
103
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.8
130
1.11
117
0
SVHC
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
112
0.84
134
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.7
90
1.01
89
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.1
102
1
101
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.7
67
0.69
97
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.3
1.9
129
0.85
151
0
SVI
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
125
0.2
11
1.06
11
0
other
Hypothyroid
28
F
f
f
f
t
f
f
f
f
f
f
f
f
f
3
0
82
0.88
93
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0
148
1.07
138
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.5
119
0.94
126
0
SVI
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2
125
0.94
133
0
SVHC
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
2.1
148
1.08
137
0
SVHC
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2
108
1.01
107
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.5
66
0.97
69
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.1
122
0
0
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.7
101
1.06
96
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
2.3
121
1.21
101
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.7
91
0.98
93
0
other
Negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
1.4
114
0.76
149
0
SVHC
Negative
66
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.15
1.7
66
1.12
59
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.3
88
0.97
91
0
SVI
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.2
121
1.16
105
0
SVI
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2
70
0.95
74
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
18
1.7
72
0.82
88
0
SVI
Hypothyroid
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.2
119
0.98
121
0
SVI
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
15
1.3
50
0.91
55
0
SVI
Hypothyroid
59
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.9
2.6
118
1.13
105
0
other
Negative
59
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.9
0
74
0.85
88
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.01
1.7
84
0.85
99
0
other
Negative
33
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
88
0.8
110
0
STMW
Negative
62
M
t
f
f
f
f
f
f
t
f
f
f
f
f
39
1.3
45
0.82
55
0
other
Hypothyroid
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.9
77
0.76
100
0
SVI
Negative
45
F
f
t
f
f
f
f
f
t
f
f
f
f
f
0.9
1.8
126
0.92
136
0
SVI
Negative
13
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
108
1.01
107
25
other
Negative
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
29
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
8.799999
1.8
67
0.9
75
0
other
Hypothyroid
54
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.15
0
91
0.67
147
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.4
124
1.16
107
0
SVHC
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.3
93
0.84
111
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
288
0.7
14
1.13
12
0
other
Hypothyroid
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.3
82
0.95
86
0
SVI
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.9
78
0
0
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.7
115
0.95
122
0
other
Negative
32
F
f
f
f
f
f
f
f
t
t
f
f
f
f
1.3
1.9
84
0.85
98
0
other
Negative
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.2
125
0.89
140
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.5
1.2
37
1.06
35
0
other
Hypothyroid
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
14
4.7
117
0.96
122
0
other
Negative
23
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0
0
171
1.29
133
0
WEST
Negative
59
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
139
0.98
141
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
24
8.9
218
0.83
264
0
other
Hyperthyroid
52
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
123
0.81
152
0
other
Negative
58
M
t
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.3
98
0.91
108
0
other
Negative
38
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1
2
139
0.94
149
0
other
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.8
68
0.99
68
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.6
143
1.24
115
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.9
77
0
0
0
other
Negative
53
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2
1.6
103
0.89
116
0
SVI
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.5
106
0
0
0
other
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
1.8
100
0.99
101
0
SVI
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.5
96
0.69
142
0
SVI
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.2
122
1.13
108
0
SVI
Negative
35
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.4
0
136
0.99
137
0
other
Negative
57
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.9
2.3
111
1.18
94
0
other
Negative
68
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2
0
0
0
0
other
Negative
58
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.8
0
0
0
0
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.7
137
1
137
0
other
Negative
69
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.2
0
80
1.06
76
0
other
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
141
1.15
124
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
108
other
Hyperthyroid
75
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
28
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
99
1.12
89
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.2
112
1.05
107
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.6
108
0.93
117
0
other
Negative
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.8
139
0.97
143
0
other
Negative
76
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.4
4.2
112
0.99
113
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
1.8
106
0.93
114
0
SVHC
Negative
64
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.5
2.2
93
0.85
110
0
SVI
Negative
64
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.4
0
89
0.89
99
0
other
Negative
52
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2
149
1.13
132
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.4
102
0.83
123
0
SVHC
Negative
57
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.8
0
0
0
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.7
75
0.84
89
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.7
85
0.87
98
0
SVHC
Negative
57
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
134
1.03
130
0
SVI
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
2
111
0.94
118
0
SVHC
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2.6
113
1.03
110
0
SVI
Negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.7
81
0.86
94
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.7
77
0.8
97
0
SVI
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.4
90
0.68
132
0
SVI
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.9
99
0.9
111
0
SVI
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.8
88
0.75
117
0
SVI
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.7
105
0.99
105
0
SVI
Negative
34
F
t
f
f
f
t
f
f
f
f
f
f
t
f
0.4
2.5
128
1.05
122
0
STMW
Negative
52
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.4
1.7
107
0.76
140
0
other
Negative