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
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.8
95
1.01
94
0
other
Negative
34
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.05
7.6
261
1.01
258
0
other
Hyperthyroid
57
F
f
f
f
f
f
f
f
f
t
f
f
f
f
6.7
1.8
91
0.94
97
0
other
Hypothyroid
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2
114
0.78
146
0
SVHC
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
128
0.87
147
0
SVI
Negative
69
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.4
1.9
106
0.92
115
0
SVI
Negative
27
F
t
f
f
f
f
f
f
f
f
f
f
f
f
5.5
2.6
145
1.16
125
0
other
Negative
27
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.7
2.4
104
1.12
93
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
t
f
2.2
2.1
76
0.86
88
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
35
0.3
4
0
0
0
other
Hypothyroid
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2
125
0.92
136
0
other
Negative
34
M
t
t
f
f
f
f
f
f
f
f
t
f
f
0
2.7
93
1.1
85
0
other
Negative
45
F
f
f
f
f
f
f
f
f
t
f
f
f
t
0
0
0
0
0
30
other
Negative
41
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.8
2.3
84
0.95
88
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
44
0.9
49
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.6
75
0.66
114
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.9
95
0.95
100
0
SVI
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
85
0.57
149
0
SVI
Negative
32
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.3
111
0.98
113
0
other
Negative
21
M
t
t
f
f
f
f
f
f
f
f
f
f
f
0
0
107
0.82
130
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.5
1.6
105
0.96
109
0
other
Negative
2
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
0
0
0
0
STMW
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
65
0.7
22
1.03
21
0
other
Hypothyroid
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2
96
0.99
97
0
other
Negative
33
F
t
f
f
f
f
f
f
t
f
f
f
f
f
1
1.8
83
0.77
108
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.1
81
0.79
103
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.8
126
1.1
115
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.6
99
0.98
101
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2
82
0
0
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.9
78
0.95
82
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.1
119
1.13
105
0
other
Negative
26
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.2
116
0.99
117
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.6
113
0
0
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
91
0.96
95
0
other
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.7
86
0.93
92
0
SVHC
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.9
77
0.99
78
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.3
79
0.96
82
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.3
84
0.84
100
0
SVHC
Negative
39
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.5
2.6
159
1.19
134
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0
2.1
79
0.63
125
0
other
Negative
18
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0
2.4
92
1.18
78
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
30
3.3
80
1.71
41
0
other
Negative
68
M
f
f
f
f
f
f
t
f
f
f
f
f
f
0.15
2.8
86
1.05
82
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.4
120
1.07
112
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
115
0.78
147
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
0
96
1.02
94
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
54
1.06
51
29
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
33
F
f
f
t
f
f
t
f
f
t
f
f
f
f
0
0
139
1.07
130
0
other
Negative
38
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.9
2.4
101
0.96
105
0
other
Negative
80
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.5
2.5
101
1.01
100
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
2.6
120
1.15
104
0
SVI
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
151
1.45
104
0
other
Negative
62
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.1
2.9
132
0.95
139
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
260
0.31
839
0
other
Hyperthyroid
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
113
0.34
332
0
other
Hyperthyroid
43
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.7
1.7
103
1.1
94
0
other
Negative
28
F
f
f
f
f
t
f
f
f
f
f
t
f
f
0.9
2.3
124
1.26
98
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.7
116
0.77
151
0
other
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.3
73
1.03
71
0
other
Negative
57
M
f
f
f
f
f
t
f
f
f
f
f
f
f
4.4
1.7
89
1.05
85
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2
104
0
0
0
other
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
2.4
106
1.05
101
0
SVHC
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
2
118
1.04
113
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
86
0.49
176
0
other
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.7
119
0.87
137
0
SVI
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2
76
0
0
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0.7
2.1
145
1.31
111
0
other
Negative
69
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.5
0
107
1.05
102
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2
83
1.01
82
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.8
110
0.93
118
0
other
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.6
67
0.9
74
0
SVHC
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.1
99
0.99
100
0
SVI
Negative
28
F
f
f
f
f
t
f
f
f
f
f
f
t
f
0.1
2.1
101
1.34
75
0
STMW
Negative
64
F
f
f
t
f
f
f
f
f
f
f
f
f
f
2.6
2
103
1.01
102
0
other
Negative
72
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.1
4.3
230
0.77
299
0
other
Hyperthyroid
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.1
120
1.08
111
0
other
Negative
46
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.9
133
0.5
266
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.4
97
0.85
114
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.1
93
1.03
90
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.3
86
0.93
92
0
SVI
Negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
1.2
91
0.75
121
0
SVHC
Negative
69
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.1
1.6
125
0.97
129
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.4
136
0.93
146
0
other
Negative
17
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.1
121
1.17
103
0
STMW
Negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.7
0
128
0.9
109
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.7
122
0.99
123
0
other
Negative
27
F
f
f
t
f
f
f
f
f
f
f
f
f
f
56
2
36
1.11
32
0
other
Hyperthyroid
67
F
f
f
f
f
f
f
f
f
t
f
f
t
f
0
0
55
1.04
53
23
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
172
1.12
154
23
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.5
80
0.83
96
0
SVI
Negative
88
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
1.4
96
0.86
112
0
SVI
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.2
123
0.92
134
0
SVI
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
24
0.6
21
0.97
22
0
other
Hypothyroid
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
11.4
2.1
96
0.88
109
0
other
Hypothyroid
64
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.9
0
115
0.97
119
0
other
Negative
71
F
f
f
f
f
f
f
f
t
f
f
f
f
f
3.1
1.6
87
0.98
89
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.2
1
133
0.79
168
0
SVHC
Negative
64
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1.2
0
100
1.09
92
0
other
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.5
106
1.05
101
0
other
Negative