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
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
0
105
0.96
109
0
other
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
77
0.85
91
0
other
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
89
0.74
121
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.62
0
119
0.98
121
0
other
Negative
66
F
f
f
f
f
f
f
f
t
f
f
f
f
f
20
0
42
0.98
43
0
other
Hypothyroid
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
1.7
66
0.79
84
0
other
Negative
65
F
f
f
f
f
f
f
f
t
f
f
f
f
f
8.2
1.6
96
0
0
0
other
Hypothyroid
30
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.4
1.3
117
1.16
101
0
other
Negative
66
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.065
1.9
158
1.07
148
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.1
0
0
123
0
other
Negative
38
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
129
1.18
110
0
other
Negative
38
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.8
99
0
0
0
SVHC
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.76
2.1
82
0.86
95
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
60
0.82
72
0
SVI
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.6
0
117
1.07
109
0
other
Negative
42
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.05
2.7
111
0.88
127
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.9
86
0.71
120
0
other
Negative
50
F
f
f
f
f
f
f
f
t
f
f
f
f
f
3.3
1.9
0
1.18
105
0
STMW
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
6.8
169
0.84
201
0
other
Hyperthyroid
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.5
77
0
0
0
other
Negative
23
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.9
0
167
1.11
150
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
t
f
f
t
1.4
2.8
87
1.14
87
0
SVHC
Negative
72
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0
0
102
0.96
102
0
SVI
Negative
66
M
f
f
f
t
f
f
f
f
f
f
f
f
f
3.2
0
94
0.78
99
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.3
87
0.94
93
0
SVI
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.37
2.2
97
1
97
0
SVHC
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
0
93
0.64
146
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
77
0.99
78
0
SVI
Negative
55
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.035
2
109
0.93
117
0
other
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
106
0.4
10
1.11
8.7
0
other
Hypothyroid
23
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.69
0
204
1.34
152
0
other
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.6
113
1.13
100
0
SVHC
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.77
1.7
91
0.96
95
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.6
86
0.94
92
0
SVHC
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
3
136
1
135
0
SVHC
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
2.4
107
0.98
110
0
SVHC
Negative
68
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.1
0
100
1.04
96
0
other
Negative
34
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.2
0
105
1.07
99
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
101
1.06
96
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
105
0.93
113
0
SVI
Negative
54
M
t
t
f
f
f
f
f
f
f
f
f
f
f
0
0
88
0.87
100
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
29
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.23
0
85
0.76
111
0
SVI
Negative
90
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
87
0.84
103
0
SVI
Negative
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
139
1.24
112
0
SVI
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.65
0
106
0.94
113
0
SVI
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.82
0
140
1.06
132
0
SVI
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.9
0
115
0.87
131
0
SVI
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
2
104
0.91
113
0
SVHC
Negative
74
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0
0.4
0
0
0
0
SVI
Negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
1.4
111
1.26
88
0
other
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
143
0.91
156
0
other
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.5
123
0
0
0
other
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
8
1.5
72
0
0
0
other
Hypothyroid
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.88
1.7
84
0.77
109
0
SVHC
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
0
101
0.92
110
0
STMW
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
129
1.08
120
0
SVI
Negative
82
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
65
0.64
103
0
SVI
Negative
60
M
f
f
f
f
f
f
t
f
f
f
f
f
f
0.65
0
114
0.95
120
0
other
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.1
115
1.04
111
0
SVHC
Negative
57
F
f
f
f
t
f
f
f
t
f
f
f
f
f
4.8
2.1
85
0.97
87
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.055
0
187
0.72
262
0
other
Hyperthyroid
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
102
0.9
114
0
other
Negative
77
F
f
f
t
f
f
f
f
f
f
f
f
f
f
6.2
1.6
109
0
0
0
other
Hypothyroid
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
72
0.75
96
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
0
116
0.99
117
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.9
108
0
0
0
other
Negative
51
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.73
0
110
0.85
129
0
other
Negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.53
1.4
131
0.98
133
0
other
Negative
27
F
t
f
f
f
f
f
f
f
f
f
f
f
f
8.2
1.4
60
1.25
48
0
other
Negative
33
F
f
f
t
f
f
f
f
f
f
f
f
f
f
2.3
1.6
13
0.92
14
0
other
Hyperthyroid
38
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.045
1.6
149
0.97
154
0
other
Negative
74
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3
1.5
131
1.12
117
0
other
Negative
40
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.7
129
0.87
148
0
other
Negative
61
M
t
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.8
83
0.71
117
0
other
Negative
56
F
t
f
t
f
f
f
f
f
t
f
f
f
f
6
0
110
1.03
107
0
other
Negative
33
M
f
f
f
f
f
f
f
f
f
f
t
f
f
0.56
2.4
97
0
0
0
other
Negative
33
M
f
f
f
t
f
f
f
f
f
f
f
f
f
6.2
0
51
0.66
78
0
other
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.81
0
102
0.84
122
0
SVI
Negative
51
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.2
0
85
0.96
89
0
other
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
105
0.87
121
0
SVI
Negative
61
F
f
f
f
f
f
t
f
t
f
f
f
f
f
0.025
0
113
0.93
122
0
other
Negative
72
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.6
2.1
114
1.14
100
0
other
Negative
67
F
f
f
f
f
f
f
t
f
f
f
f
f
f
6.9
0
82
0.91
90
0
other
Hypothyroid
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2
104
0.93
112
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
47
other
Hyperthyroid
73
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.5
102
0.87
117
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
132
1.12
118
0
other
Negative
47
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
114
1.11
102
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0
0
87
0.99
87
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
103
0.99
104
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2
99
1.03
95
0
SVHC
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.5
123
1.1
111
0
SVHC
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.63
0
104
1.13
92
0
other
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.78
0
110
0.96
115
0
SVI
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
0
106
0.92
116
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.7
0
63
0.81
79
0
SVI
Hypothyroid
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
1.7
76
0.78
98
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.76
1.9
99
1.19
83
0
SVHC
Negative
71
M
f
f
f
f
f
f
t
f
f
f
f
f
f
2.8
0
106
0.88
120
0
other
Negative