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
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.73
2
121
1.02
118
0
other
Negative
44
F
f
f
f
f
f
f
f
t
t
f
f
f
f
4.4
1.9
82
0.9
90
0
other
Negative
68
F
f
f
f
f
f
f
f
f
t
f
f
f
f
20
2.5
111
1.57
71
0
other
Hypothyroid
67
F
f
f
f
f
f
f
f
f
t
f
f
t
f
0.07
1.7
132
1.02
130
0
other
Negative
72
M
f
f
f
f
f
f
t
f
f
f
f
f
f
5.7
1.4
92
0.99
93
0
other
Negative
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.02
4
209
1.06
197
0
other
Hyperthyroid
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.2
95
0.83
114
0
SVI
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.5
101
1.11
92
0
SVHC
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.8
96
0.94
101
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
16
1.4
68
1.01
67
0
SVI
Hypothyroid
70
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.1
1.7
95
0.68
140
0
SVI
Negative
66
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.1
2
128
1.04
123
0
SVI
Negative
53
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.02
2
131
0.93
142
0
other
Negative
55
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.9
1.8
97
0.91
106
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
23
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
2.3
118
1.17
101
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.93
2.1
142
1.09
129
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2
92
0.95
97
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
27
2.3
135
1.54
88
0
other
Hypothyroid
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
58
2.4
25
1.21
20
0
SVI
Hypothyroid
15
F
t
f
f
f
f
f
f
f
f
f
f
f
f
145
1.7
19
1.13
17
0
other
Hypothyroid
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.2
93
1.17
80
0
other
Negative
25
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.09
2.2
181
1.23
147
0
other
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
t
3
2.7
110
0.87
126
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.9
95
1.05
90
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.9
91
0.79
115
0
SVI
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2
121
0.81
149
0
SVI
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.1
108
0.96
112
0
SVI
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
2.7
155
0.98
159
0
other
Hyperthyroid
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
5.6
2.1
94
1.01
93
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.75
1.8
114
1.01
113
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
86
1.04
83
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.89
2
94
0
0
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0.02
0
127
1.06
119
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.26
0
120
1.06
114
0
other
Negative
58
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.22
2.6
156
1.11
140
0
other
Negative
35
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.05
0
129
1.01
128
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.6
127
1
126
0
SVHC
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.8
92
0.84
110
0
other
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
2.1
134
1
135
0
SVHC
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
1.8
93
0.93
100
0
SVHC
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
0.8
83
0.99
84
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
93
0.95
98
0
other
Negative
28
F
f
t
f
f
f
f
f
f
f
f
f
f
f
9.4
2.6
89
1.02
87
0
other
Hypothyroid
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
41
0
118
1.13
105
0
other
Hypothyroid
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
2.2
82
0.78
105
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.4
82
0.91
90
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.1
85
0
0
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.68
2.2
105
0
0
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.2
112
0.97
115
0
other
Negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.2
99
0.88
112
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.01
2.9
205
0.87
235
0
other
Hyperthyroid
48
M
f
t
f
f
f
f
f
f
t
f
f
f
f
5.4
1.9
87
1
87
0
other
Negative
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
3.1
162
0.78
209
0
other
Hyperthyroid
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
2
125
0.97
128
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
134
1.14
118
0
other
Negative
68
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.58
0
150
1.03
146
0
other
Negative
32
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.96
0
122
1.07
114
0
other
Negative
37
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.2
0
100
1.14
87
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.6
73
0.8
92
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
2
102
0
0
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.19
1.3
100
0.85
118
0
SVI
Negative
23
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
27
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.3
128
0.85
151
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
1.9
87
0
0
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
2.2
71
1
71
0
SVI
Negative
61
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.6
1.9
103
0.88
118
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2
101
1.13
88
0
SVHC
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
2
139
1.04
134
0
SVHC
Negative
64
F
t
f
f
t
f
f
f
f
f
f
f
f
f
0.24
1.4
65
0.85
77
0
SVI
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.9
119
0.89
134
0
SVI
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.9
110
0.89
125
0
SVI
Negative
60
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2
2.2
128
1.24
103
0
SVHD
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.8
81
1.16
70
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.19
1.8
124
1.12
110
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
2
96
1.1
88
0
other
Negative
61
F
f
f
f
t
f
f
f
f
f
f
f
f
f
11
1.2
83
1.01
82
0
other
Hypothyroid
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.3
92
1
92
0
SVI
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.4
0
78
0.86
90
0
other
Negative
43
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.1
2.3
140
1.2
116
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2.2
83
1
82
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2
1.8
88
0.86
102
0
SVHC
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.9
98
0.82
118
0
other
Negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.9
77
0.79
97
0
SVHC
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
2.4
102
0.88
116
0
SVHC
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.5
81
0.92
88
0
SVI
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.6
84
0.96
87
0
SVI
Negative
45
M
f
f
f
f
f
f
f
f
f
f
t
f
f
2.3
2.4
91
0.86
106
0
SVI
Negative
55
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.55
2.1
75
1.01
74
0
SVI
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.7
85
0.92
92
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
1.8
87
1.16
75
0
SVHC
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
2.4
102
1.06
96
0
SVHC
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.3
98
0.92
106
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.85
2.5
108
1.09
99
0
other
Negative
34
F
f
f
f
f
f
f
f
t
f
t
f
f
f
6.3
2.7
153
1.7
90
0
SVHC
Negative
94
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.3
119
1.04
114
0
SVI
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.1
2.2
115
0.95
121
0
SVI
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
107
1.07
100
0
other
Negative
21
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
0
0
0
36
other
Hyperthyroid
29
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.1
1.5
93
0.75
124
0
other
Negative