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
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
162
0.81
200
0
other
Hyperthyroid
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2
155
1.01
154
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2
128
1.02
126
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
120
0.98
122
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.8
88
1.14
76
0
other
Negative
90
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.2
97
0.93
104
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.89
1.8
103
0.98
105
0
SVI
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.98
0
109
0.91
120
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
116
1.06
109
0
other
Negative
6
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2
134
0.96
140
0
SVI
Negative
7
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.94
2
93
0.84
110
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.5
121
1.29
94
0
SVHC
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
9.2
1.8
87
1.04
84
0
SVHC
Hypothyroid
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.4
121
1.23
98
0
other
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.4
139
1.15
121
0
SVI
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2
76
1.03
73
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
188
1.3
63
1.19
53
0
other
Hypothyroid
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
21
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
1.8
87
0.89
98
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.045
0
138
0.83
166
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.6
75
0.76
99
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.5
70
0.77
91
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2
109
0.85
129
0
SVI
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6
1.7
121
1.12
108
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.3
101
0.94
107
0
other
Negative
16
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.2
90
0.98
92
0
other
Negative
16
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.4
110
0.92
119
0
SVI
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
0
125
0.84
149
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.6
84
0.91
92
0
other
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
70
0.58
122
0
other
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
2
90
0.92
98
0
SVHC
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
25
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.7
94
1
94
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.7
1.6
72
0.85
85
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.4
109
0.95
116
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2
113
1.03
110
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
0
100
0.79
127
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.9
92
1.05
88
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
76
0.94
81
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.3
110
1.12
98
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
8
0
66
0.66
100
0
other
Hypothyroid
7
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.3
1.6
64
0.97
66
0
other
Hypothyroid
60
M
t
f
f
f
f
f
f
t
f
f
f
f
f
30.5
1
32
0.63
51
0
other
Hypothyroid
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.1
110
0.95
116
0
other
Negative
23
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.04
3.8
131
1.05
125
0
other
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.1
106
0.92
115
0
STMW
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
0
103
1.17
88
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.3
97
0.89
109
0
SVI
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.1
82
0.76
108
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.5
91
1.02
90
0
SVI
Negative
61
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.1
1.4
110
0
0
0
other
Negative
50
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.7
0
90
0.92
98
0
other
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
0
88
1.05
84
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.3
68
0.94
72
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
118
1.02
115
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
127
1.01
126
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.2
0
0
0
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
2
123
0.91
135
0
SVHC
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
46
1
48
0.98
49
0
SVI
Hypothyroid
60
M
f
f
f
t
f
f
f
t
f
f
f
f
f
2.7
0
88
1.07
82
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.5
102
0
0
0
other
Negative
73
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.5
120
0.94
127
0
SVI
Negative
73
F
f
f
f
f
t
f
f
f
f
f
f
f
f
2.2
2.5
110
1.28
85
0
other
Negative
61
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.3
2
93
0.99
93
0
other
Negative
47
M
t
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2
110
1.02
108
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.8
96
0.94
103
0
other
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
118
1.11
107
0
other
Negative
13
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2.8
110
1.1
100
0
other
Negative
25
M
f
f
f
f
f
f
f
f
f
t
f
f
f
2.1
0
101
1
101
0
SVHC
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.045
0
139
1.07
129
0
other
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
17
0
35
0.83
42
0
other
Hypothyroid
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.045
2.6
143
1.07
134
0
other
Negative
87
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.2
103
0.87
118
0
SVI
Negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1.6
71
1.06
67
0
other
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.4
91
0.85
108
0
SVI
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.5
80
0.88
91
0
SVI
Negative
72
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.7
1.4
110
0.88
124
0
SVI
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.3
99
1.05
91
0
STMW
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
0
114
0.98
117
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.045
1.5
75
0.9
83
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.045
1.2
67
0.96
69
0
other
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.015
10.599999
226
0.65
349
0
other
Hyperthyroid
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
468
0.7
21
1.1
19
0
other
Hypothyroid
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.8
144
1.17
123
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
2.4
134
0.92
145
0
SVHC
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
2.3
99
0.79
125
0
SVHC
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.7
150
1.22
124
0
SVHC
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
2.5
134
1.12
120
0
SVHC
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.2
103
0.92
112
0
SVI
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.6
0
93
0.84
110
0
other
Negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
150
0.99
151
0
other
Negative
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.7
126
1.24
101
0
other
Negative
63
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.025
1.6
124
0.89
139
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
96
0.76
127
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
119
0.9
131
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.2
97
0.87
111
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.8
62
0.85
73
0
other
Negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
2.3
120
0.96
126
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
11.4
0
99
0.97
102
0
other
Hypothyroid