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
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.2
98
1.03
96
0
SVI
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.6
98
0.95
103
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.9
106
1.06
100
0
SVI
Negative
82
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0.15
1.4
133
1
134
0
SVI
Negative
41
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.15
7.3
430
1.09
395
0
STMW
Hyperthyroid
20
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.15
2.5
93
1
93
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4
1.9
69
0
0
0
other
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
18.4
2
105
0
0
0
other
Hypothyroid
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2
113
0.84
134
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.4
93
1.04
89
0
other
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.5
87
0.98
88
0
SVHC
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.5
141
1.28
110
0
SVHD
Negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.7
88
0.89
99
0
SVI
Negative
87
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.2
1.5
132
0.86
153
0
SVI
Negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
18
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.6
94
0.93
101
0
SVI
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.6
70
0.93
75
0
SVI
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.8
102
0.99
103
0
SVI
Negative
64
F
f
f
f
f
f
f
f
f
t
f
f
t
f
0
6.1
214
0.94
228
0
other
Hyperthyroid
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.9
72
1.06
68
0
SVHC
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.7
120
0.97
123
0
other
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
65
0.93
70
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
52
1.06
49
0
other
Negative
41
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.2
3.8
253
1.24
204
0
STMW
Hyperthyroid
34
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.2
2.8
160
1.51
106
0
STMW
Negative
63
F
f
f
f
f
f
f
f
t
f
f
f
f
t
0.2
1.1
187
0.95
197
0
other
Negative
42
F
f
f
f
f
f
f
f
f
t
f
f
f
f
6.2
1.7
72
0.89
81
0
other
Hypothyroid
48
F
f
f
f
f
f
f
f
f
t
f
f
f
f
3
0
90
1.14
79
0
other
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.9
90
1.02
88
0
SVHC
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.2
99
1.07
92
0
other
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.8
80
0.91
88
0
SVHC
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.2
119
0.98
121
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
11
1.5
89
1.12
79
0
SVI
Hypothyroid
56
F
f
f
f
t
f
f
f
f
f
f
f
t
f
0.2
2.5
138
1.15
119
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
3.1
110
1.08
102
0
SVHC
Negative
66
F
f
f
f
f
f
f
t
f
t
f
f
f
f
0.2
1.8
91
1.12
81
0
other
Negative
51
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.7
0
127
1.19
107
0
other
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.9
107
1.01
106
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
22
other
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.7
109
1.1
99
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
12
1.7
67
0.87
77
0
other
Hypothyroid
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2
101
1.09
92
0
SVI
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.8
60
0.75
80
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.5
1.6
82
1.08
77
0
other
Hypothyroid
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.6
121
1.05
115
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
28
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
33
other
Hyperthyroid
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
19
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.9
62
0.77
81
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
36
0.6
23
0.68
34
0
SVI
Hypothyroid
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.3
85
0.81
105
0
SVI
Negative
84
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.5
96
0.82
117
0
SVI
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.4
95
0.95
100
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.6
2.5
122
1.05
116
0
SVI
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.4
121
0.81
149
0
SVI
Negative
89
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.2
70
1.06
66
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
64
0.78
82
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.9
2.3
117
0.95
123
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
97
0.95
102
0
other
Negative
29
F
f
f
f
f
f
f
f
f
t
f
f
t
f
0
1.6
86
0.78
111
0
other
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.4
129
1.07
120
0
SVHC
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.2
138
0.97
143
0
other
Negative
58
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
74
0.82
90
0
other
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.5
107
0.79
135
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.9
101
1
100
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
t
f
f
2.3
2
78
1.04
75
0
other
Negative
70
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.8
1.5
70
0.86
81
0
SVHD
Negative
33
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0
0
0
0
0
22
other
Negative
69
F
f
f
f
t
f
f
f
f
f
f
f
t
f
0
0
0
0
0
29
other
Negative
16
F
f
f
f
f
f
t
f
f
f
f
f
f
f
30
1.2
30
1.45
21
0
other
Hyperthyroid
72
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
75
1.01
74
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.2
2.1
80
1.02
78
0
other
Hypothyroid
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
30
other
Negative
29
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2
127
0.92
138
0
other
Negative
92
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.3
120
0.84
143
0
SVI
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.4
92
0.92
101
0
SVI
Negative
36
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0.25
1.8
124
0.75
166
0
SVI
Negative
34
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.4
0
109
0.91
120
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.6
122
1.16
105
0
other
Negative
71
F
t
f
f
f
f
f
f
t
f
f
f
f
f
1.1
0
108
1.05
104
0
other
Negative
13
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
0
67
0.93
72
0
other
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.3
88
0.84
106
0
SVHC
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2
110
0.96
114
0
SVI
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.6
86
0.93
92
0
SVI
Negative
15
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
15
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
39
other
Hyperthyroid
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
10
1
84
1.39
60
0
SVI
Hypothyroid
19
F
f
f
f
f
f
f
f
f
f
f
f
t
t
0.4
2.4
103
0.91
114
0
SVHC
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2
114
0.85
134
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.6
90
0.97
93
0
SVI
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.8
95
0.95
101
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.9
76
0.88
86
0
SVI
Negative
50
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.8
109
0.77
141
0
other
Negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.05
0
105
0.92
114
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2
118
0.92
129
0
SVHC
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.6
128
0.99
129
0
SVI
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.1
95
0.89
107
0
other
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
2.2
89
1.06
84
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.8
117
0.98
114
0
SVI
Negative