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
60
M
t
f
f
f
f
f
f
f
f
f
f
f
f
5.1
0.9
87
0.87
100
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.5
97
0.91
107
0
other
Negative
42
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.7
59
0.71
83
0
other
Negative
48
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
1.9
104
1
104
0
other
Negative
65
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.9
1.3
124
0.86
145
0
other
Negative
77
F
f
f
f
f
f
f
f
t
f
f
f
f
f
9.799999
1.4
134
1.09
123
0
other
Hypothyroid
23
F
f
f
f
f
t
f
f
f
f
f
f
t
f
0.1
2.8
201
1.14
176
0
STMW
Hyperthyroid
17
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
95
1.02
93
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.9
0
0
0
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.7
100
0.97
102
0
other
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.5
140
1.3
108
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.1
0
140
1.04
134
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
53
other
Hyperthyroid
27
F
t
f
f
f
f
f
f
t
f
f
f
f
f
1.4
2.2
149
1.29
115
0
other
Negative
26
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
212
0.82
257
0
other
Hyperthyroid
73
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.5
115
1.08
106
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.2
79
0.76
104
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.7
102
0
0
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1
148
0.91
163
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.1
115
0
0
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
56
0.6
23
1.01
22
0
other
Hypothyroid
27
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
1.8
102
1.09
94
0
SVHC
Negative
72
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.1
3.2
333
0.74
450
0
other
Hyperthyroid
72
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
1.3
101
0.84
120
0
SVHC
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
8
1.3
83
0.85
98
0
other
Hypothyroid
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.8
117
0.88
134
0
other
Negative
43
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0
1.5
98
1.05
93
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
0
90
0.93
97
0
other
Negative
13
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.9
93
0
0
0
other
Negative
13
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.5
97
1.02
95
0
SVI
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
104
0.93
112
0
other
Negative
47
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1
0
120
1
120
0
other
Negative
28
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.15
0
139
0.96
145
0
other
Negative
35
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.9
0
113
0.91
124
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.7
93
0.99
94
0
other
Negative
85
F
f
f
f
f
f
f
f
t
f
f
f
f
f
44
2
38
1.03
37
0
SVI
Hypothyroid
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4
1.5
85
0.84
101
0
SVI
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.9
119
0.96
124
0
SVHC
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.6
113
0.87
130
0
SVHC
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.6
72
1.05
69
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.3
102
0.82
124
0
SVI
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.7
136
0.96
142
0
SVI
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.9
106
1.03
103
0
SVI
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.7
97
0.98
99
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.9
104
1.04
100
0
other
Negative
19
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.15
0
106
1
106
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.7
1.4
81
1.14
71
0
other
Negative
72
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.7
1.7
97
0.99
98
0
SVHD
Negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.7
106
0
0
0
other
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.5
71
0.6
118
0
SVI
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
0.2
47
0.6
77
0
SVI
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.3
112
0.87
130
0
SVI
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.3
105
0.87
119
0
SVI
Negative
66
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.8
0
0
0
0
0
other
Negative
65
F
f
f
f
f
f
f
f
t
f
f
f
f
f
10
1.1
0
0
0
0
other
Hypothyroid
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.8
128
0.95
134
0
STMW
Negative
66
F
f
f
f
f
f
t
f
f
f
f
f
f
f
1.2
1.5
142
1.08
131
0
other
Negative
17
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.1
1.8
113
1.03
109
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.7
114
0.96
119
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
54
0.6
41
0.78
52
0
other
Hypothyroid
62
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2
122
0.99
123
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.4
101
0.88
115
0
other
Negative
70
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.8
175
1.18
148
0
other
Negative
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.7
155
1.03
150
0
other
Negative
66
F
f
f
f
f
f
f
f
f
t
f
f
f
f
3.1
1.7
76
0.83
92
0
other
Negative
20
F
f
f
f
f
f
f
f
f
f
f
t
f
f
1.1
2.6
137
1.3
103
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.5
105
0.96
109
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.2
121
0.84
144
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.7
103
0.98
105
0
SVI
Negative
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.6
146
1.04
140
0
other
Negative
57
M
f
f
f
f
f
f
t
f
f
f
f
f
f
0.25
1.1
65
0.83
78
0
other
Hyperthyroid
35
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.9
132
0.98
134
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
81
1.05
80
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
36
other
Hyperthyroid
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
77
1.08
71
0
other
Negative
42
F
f
t
f
f
f
f
f
f
f
f
f
f
f
6.6
0
89
0.95
94
0
other
Hypothyroid
51
F
t
f
f
f
f
f
f
f
f
f
f
t
f
0.4
1.6
88
1.05
85
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.7
1.6
107
1.08
107
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.4
129
1.08
129
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.9
1.8
98
1.16
98
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.6
122
1.32
122
0
SVHC
Negative
69
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
23
other
Negative
41
F
t
f
f
f
f
f
f
t
f
f
f
f
f
3.9
1.6
79
1.11
79
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.6
77
0.89
77
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.8
139
1.12
139
0
other
Negative
68
F
t
f
f
f
f
f
f
f
f
f
f
f
f
5.1
0
98
1
98
0
other
Negative
41
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
151
1.1
151
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
27
other
Negative
39
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.6
1.9
140
1.31
140
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.7
103
0.88
117
0
SVI
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
1.8
93
0.78
120
0
SVHC
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.5
77
0.88
88
0
SVI
Negative
49
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.7
1.3
58
0.82
71
0
SVI
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
25
other
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
150
0.4
16
0.95
17
0
other
Hypothyroid
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
153
1.01
150
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.2
111
0.94
118
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.6
107
1.01
106
0
STMW
Negative
38
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2
109
0.98
111
0
STMW
Negative
62
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.3
109
0.85
128
0
other
Negative