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
47
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0
113
0.91
125
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
t
f
f
f
0.1
3.1
30
0.89
34
0
SVHC
Negative
33
M
f
f
f
f
f
f
f
f
f
t
f
f
f
12
1.5
86
1
86
0
SVHC
Hypothyroid
25
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
2.2
133
0.92
145
0
SVHC
Negative
69
M
f
f
f
f
f
f
f
f
f
t
f
f
f
3.5
1.3
70
0.92
76
0
SVHC
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.5
112
0.89
126
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0.6
103
1.01
102
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.9
148
1.13
131
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.1
114
0.9
126
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.12
0
140
0.92
152
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
436
0
12
1.01
12
0
other
Hypothyroid
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
0
108
0.84
129
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.1
122
1.14
107
36
SVI
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.3
135
0.98
138
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.3
0
0
0
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
1.4
115
0.91
126
0
SVHC
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1.5
95
0.91
104
0
SVI
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.3
2
142
1.15
123
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
20
0
104
0
0
0
other
Hypothyroid
55
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.7
2
108
0.97
111
0
SVI
Negative
44
M
f
f
f
f
f
f
f
f
f
t
f
f
f
1.6
1.7
87
0.89
98
0
SVHC
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2
75
0
0
0
SVHC
Negative
67
M
f
f
f
f
f
f
f
f
t
f
f
f
f
3.1
0
118
1.01
117
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
56
4.9
37
0.78
47
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.5
1.5
90
0.97
93
0
other
Negative
34
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.38
1.9
137
0.82
167
0
SVI
Negative
61
F
f
f
f
t
f
f
f
t
f
f
f
f
f
4.8
1.7
105
1.07
98
0
SVHD
Negative
68
M
f
f
f
f
f
f
f
f
f
f
t
f
f
0
0
102
1.06
96
0
other
Negative
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.67
1.8
120
0.88
136
0
other
Negative
24
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
1.9
68
1.03
66
0
other
Negative
17
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.6
0
118
0.62
190
0
other
Negative
28
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.5
2.4
150
1.18
127
0
other
Negative
78
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.9
1.7
107
1.08
99
0
other
Negative
35
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.5
2.2
98
1.14
86
0
other
Negative
66
F
t
f
f
f
f
f
t
t
f
f
f
f
f
2.4
0
174
1.16
150
0
other
Negative
76
F
f
f
t
f
f
f
f
f
f
f
f
f
f
33
2.4
64
1.16
55
0
other
Hypothyroid
26
F
f
f
f
f
f
f
f
t
f
f
f
f
f
6.5
2.3
101
1.14
89
0
other
Hypothyroid
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.2
101
1.07
94
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.47
2.4
92
0.72
128
0
other
Negative
29
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.27
2.1
92
1.04
88
0
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.8
81
0.89
91
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
94
0.8
118
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.4
90
0.8
113
0
SVI
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
2.3
80
0.64
125
0
SVI
Negative
81
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
97
0
0
0
other
Negative
72
M
f
f
f
f
f
f
f
f
t
f
f
f
f
4.1
1.9
85
0.99
85
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.51
0
105
1.04
101
0
other
Negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.09
3.7
201
0.97
207
0
other
Negative
62
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.67
0
108
0.99
109
0
other
Negative
17
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
89
1.1
81
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
2.5
82
1.17
70
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8
0
76
0.95
80
0
other
Hypothyroid
3
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
3.9
0
0
0
0
STMW
Negative
3
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.5
0
77
0.76
101
0
other
Negative
15
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.2
89
0.82
109
0
other
Negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
29
0
57
1.08
53
0
other
Hypothyroid
87
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.5
96
0.8
120
0
other
Negative
83
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.7
1.3
100
0.83
121
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5
1.3
113
0.84
135
0
SVI
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2
80
1
80
0
SVI
Negative
39
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.7
0
77
0.65
118
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.19
1.6
91
1.04
88
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
14
0
123
1.11
111
0
other
Hypothyroid
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
10
0
111
0.85
131
0
other
Hypothyroid
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.5
63
0.57
111
0
other
Negative
21
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
115
0.71
162
0
SVI
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2
125
1.12
112
0
SVI
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.99
1.1
129
0.8
162
0
other
Negative
64
F
f
f
f
f
f
t
f
f
f
f
f
f
f
3.3
0.8
88
0.67
131
0
other
Hyperthyroid
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
100
1.06
94
0
other
Negative
13
F
f
f
f
f
f
f
f
f
f
f
f
t
f
2.9
0
104
0.87
120
0
other
Negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.5
103
0.86
120
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.5
128
0.89
144
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.5
95
0.98
97
0
SVI
Negative
49
M
f
f
f
f
f
t
f
f
f
f
f
f
f
3
2.2
91
0.86
105
0
SVI
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.72
0.7
123
0.73
168
0
SVI
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.6
100
0.89
112
0
SVI
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.11
0
132
0.76
174
0
other
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.83
2.1
127
1.01
126
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
111
1.04
107
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
1.8
97
0.85
114
0
SVI
Negative
42
F
t
f
f
f
f
f
f
f
t
f
f
f
f
0.12
1.3
93
0.67
139
0
other
Negative
29
M
t
f
f
f
f
f
f
t
t
f
f
f
f
0.19
1.7
147
0
0
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.6
136
1.15
118
0
SVHC
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
90
0.87
103
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
84
0.78
108
0
other
Negative
59
F
f
f
f
f
f
f
f
t
f
f
f
f
f
11
1.6
120
0
0
0
other
Hypothyroid
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.7
104
0.9
116
0
SVI
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.4
77
0.7
110
0
SVI
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.2
119
0.92
129
0
other
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
78
0.65
121
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
77
0.63
122
0
other
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.48
1.5
92
0.85
108
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.6
98
0.88
111
0
other
Negative
15
F
f
f
f
t
f
f
f
f
f
f
f
f
f
3.1
0
88
0.74
119
0
SVHD
Negative
47
F
f
f
f
f
f
f
f
t
f
f
f
f
f
5.2
0
98
0.74
132
0
other
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.77
0
80
0
0
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.4
137
1.19
115
0
SVI
Negative
54
F
f
f
f
f
f
f
f
t
f
f
f
f
f
6.5
1.9
88
1.02
86
0
other
Hypothyroid
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.71
2.5
94
0.94
100
0
other
Negative