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
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.4
91
0
0
0
other
Negative
73
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.8
1.9
121
1.01
119
0
other
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.4
111
0.97
115
0
SVI
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.2
108
0.89
121
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.9
102
0.87
118
0
SVI
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.3
144
0.95
152
0
SVI
Negative
20
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
2.4
93
0.92
101
0
SVI
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.9
115
1.07
107
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.6
0
0
0
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.3
135
1.07
127
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
109
1.11
98
0
other
Negative
51
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
151
1.06
142
0
other
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
118
0.95
124
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
26
0.3
6
0.8
7.6
0
other
Hypothyroid
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
123
0.93
132
0
other
Negative
36
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0
1.8
82
0
0
0
SVI
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.5
90
0.9
100
0
SVHC
Negative
61
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0
2
147
0
0
0
other
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.7
93
0.99
94
0
SVHC
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2
91
0.95
96
0
SVI
Negative
62
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.2
0
84
0.9
94
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
129
1.05
123
0
other
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.3
104
1.04
100
0
SVI
Negative
45
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.2
2.1
101
0.84
121
0
SVI
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
19
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.2
83
1.05
79
0
other
Negative
45
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2
133
0.98
136
0
other
Negative
38
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2
78
0.85
92
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.2
2.5
136
0.89
153
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
112
0.89
126
0
SVI
Negative
37
F
f
f
f
f
f
t
f
f
f
f
f
f
f
27
1.7
87
0
0
0
other
Hyperthyroid
35
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
1.9
95
1.1
87
0
SVHC
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2
89
0
0
0
other
Negative
81
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2
97
1.2
81
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.3
110
1.12
98
0
other
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.9
77
0.8
97
0
SVI
Negative
62
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
2.6
142
0
0
0
other
Negative
27
F
f
f
t
f
f
f
f
f
f
f
f
f
f
2.3
2.6
100
0
0
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
4.3
187
0.96
194
0
other
Hyperthyroid
51
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
71
0.87
82
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.6
1.8
107
1.11
97
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
0
105
0.97
108
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.8
95
1.09
87
0
SVHC
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
25
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
30
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.1
103
1.03
100
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
2
73
1.04
70
0
other
Negative
25
F
f
f
f
t
f
f
f
f
f
f
f
t
f
0.1
1.7
92
0.89
103
0
other
Negative
49
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0.1
2.7
141
1.17
120
0
SVI
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.1
97
0
0
0
other
Negative
73
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.6
2
105
1.17
89
0
SVI
Negative
12
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.7
93
0
0
0
SVI
Negative
63
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
117
0.98
120
0
other
Negative
21
F
f
f
f
f
t
f
f
f
f
f
f
f
f
0
0
0
0
0
100
other
Hyperthyroid
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
37
other
Hyperthyroid
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
22
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2
101
1.2
84
0
SVHC
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2
66
0.93
71
0
SVHC
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.5
87
0.8
109
0
other
Negative
57
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.2
1.4
118
1.02
116
0
SVI
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.2
78
0.72
108
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
18
1.5
98
0.88
112
0
other
Hypothyroid
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.3
90
0.88
102
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2
103
1.09
95
0
SVI
Negative
19
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.1
4.2
128
0.98
130
0
other
Negative
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
3.1
141
0.95
149
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
90
1
90
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.6
84
0.98
86
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.3
94
0.9
105
0
SVI
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
0
115
0.9
128
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
184
1.21
153
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.8
82
0.77
107
0
other
Negative
58
F
t
f
f
f
f
t
f
f
f
f
f
f
f
0.5
2.3
115
1
115
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
10
2
69
0.96
71
0
SVI
Hypothyroid
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.4
120
0.98
123
0
SVHC
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2
144
1
145
0
SVHC
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.8
133
1.16
115
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.4
77
0.99
78
0
SVI
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.1
74
0.9
83
0
SVI
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.4
101
1.17
87
0
other
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
2
105
1.05
100
0
SVI
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.4
112
1.03
109
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
0
230
1.06
217
0
other
Hyperthyroid
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.5
151
1.21
125
0
other
Negative
67
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
106
0.92
115
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.3
104
0
0
0
SVI
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.8
128
1
128
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.8
85
0.92
92
0
SVHC
Negative
74
F
f
f
f
t
f
f
f
f
f
f
f
f
f
3
1.2
96
0.93
103
0
SVI
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.9
92
0.92
101
0
other
Negative
89
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.5
120
0.92
130
0
SVI
Negative
39
F
f
f
f
f
f
t
f
f
t
f
f
f
f
4
1.7
63
0
0
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
23
other
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.8
94
0.88
106
0
SVHC
Negative
61
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.4
0
113
1.06
106
0
other
Negative
41
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.4
0
91
0.96
95
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.5
98
1.01
96
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.9
104
1.01
104
0
SVI
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.1
98
0.99
100
0
SVI
Negative