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
29
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.3
0
0
0
0
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.9
128
0
0
0
other
Negative
41
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
11
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
26
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
36
other
Hyperthyroid
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
26
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
21
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.6
116
0
0
0
SVI
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.8
76
0
0
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.7
83
0
0
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.3
133
0
0
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.8
105
0
0
0
other
Negative
51
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.5
0
0
0
0
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.4
116
0
0
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
2.9
0
0
0
0
other
Negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
0
0
0
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2
122
0
0
0
SVHC
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.1
116
0
0
0
other
Negative
63
F
t
f
f
t
f
f
f
f
f
f
f
f
f
68
0
48
1.02
47
0
other
Hypothyroid
36
F
f
f
f
f
f
f
f
t
t
f
f
f
f
1.5
2.4
90
1.06
85
0
other
Negative
40
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
79
0.94
84
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.3
104
1.08
96
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.9
2.1
88
0.84
105
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.4
107
1.13
95
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4
2
126
0
0
0
SVHC
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
0
113
1.07
106
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.4
150
0
0
0
SVHC
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.1
93
0.87
106
0
SVI
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.6
80
0.62
129
0
SVI
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2
91
0.91
100
0
SVI
Negative
85
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
0.1
47
0.68
69
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
0
71
0.79
90
0
other
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2
88
0.95
93
0
SVI
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.1
104
1.57
66
0
SVI
Negative
51
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.3
0
111
0.92
121
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.1
86
0.92
93
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.1
118
1.1
93
0
other
Negative
46
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0
1.4
82
0.7
117
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
140
0
33
1.07
31
0
other
Hypothyroid
44
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.8
134
1.13
113
0
other
Negative
51
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.5
1.2
60
0.89
67
0
SVI
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.4
102
1.01
101
0
SVI
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.5
97
1.05
92
0
SVI
Negative
82
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.4
1.3
115
0.91
126
0
SVI
Negative
64
F
t
f
f
f
f
f
f
f
t
f
f
f
f
2.5
1.6
86
0.96
90
0
other
Negative
70
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.05
2.6
132
1.07
123
0
other
Negative
54
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
116
0.78
149
0
other
Negative
33
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.4
2
114
1.01
113
0
other
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
90
1.05
86
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.8
94
0
0
0
other
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.7
118
0
0
0
SVHC
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.3
145
0
0
0
SVI
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.5
106
0
0
0
SVI
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.9
87
0.66
132
0
SVI
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.8
104
0.86
121
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.2
80
0.76
105
0
SVI
Negative
44
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.1
1.5
105
0.9
117
0
SVI
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.5
120
0
0
0
SVHC
Negative
46
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
121
1
121
0
other
Negative
35
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.2
0
0
0
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.5
152
1.16
131
0
other
Negative
54
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.05
1.8
79
0.68
116
0
SVI
Negative
54
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.7
2.1
98
0
0
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.4
109
1.12
97
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.6
114
0.92
124
0
SVI
Negative
61
M
f
f
f
t
f
f
f
f
f
f
f
f
f
9.799999
1.2
114
0.84
136
0
other
Hypothyroid
40
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.05
0
139
0.98
142
0
other
Negative
48
M
t
f
f
f
f
f
f
f
f
f
f
f
f
3.7
2.8
106
1
106
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2
104
1.04
100
0
SVI
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.8
131
1.26
104
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
3.2
112
0
0
0
SVI
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.35
2.4
64
0
0
0
SVHC
Negative
60
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.35
1.8
109
0.83
131
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
90
0.4
7.5
0.94
7.5
0
other
Hypothyroid
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.2
104
0.97
107
0
SVI
Negative
51
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.2
1.7
68
0.93
73
0
SVI
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.6
97
0.88
110
0
SVI
Negative
52
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.05
0
133
1.02
130
0
other
Negative
73
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
99
0.95
104
0
other
Negative
68
M
t
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.3
64
0.7
97
0
other
Negative
66
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.1
92
1.04
88
0
SVHC
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.6
115
0.9
128
0
SVHC
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.9
120
0.98
122
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.8
95
0.87
102
0
SVI
Negative
30
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.8
100
0
0
0
SVHC
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.4
106
0
0
0
other
Negative
58
F
f
f
f
f
f
f
t
f
f
f
f
f
f
5.8
1.7
86
0.91
95
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
0
95
1.04
91
0
other
Negative
60
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.35
1.8
109
0.83
131
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
86
1
86
0
other
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
308
0.87
354
0
other
Hyperthyroid
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.7
98
0.96
102
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
36
other
Hyperthyroid
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.7
122
1.07
114
0
SVHC
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.3
71
0.88
81
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.1
130
0
0
0
SVI
Negative
51
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1.7
2.6
126
1.03
122
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.4
128
1.13
113
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.2
51
0.61
84
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.4
105
0.79
133
0
SVI
Negative