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
67
F
t
f
f
f
f
f
t
f
f
f
f
f
f
0.1
0
113
1.15
98
0
other
Negative
63
F
t
f
f
f
f
f
t
t
f
f
f
f
f
0.1
1.5
152
1.2
127
0
other
Negative
27
F
f
f
t
f
f
f
f
f
t
f
f
f
f
2.3
2.5
70
1.02
68
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6
1.4
106
1.13
94
0
other
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.2
129
1.03
125
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.7
99
0.82
109
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.6
117
1.04
113
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.6
108
1.06
101
0
SVI
Negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.2
81
0.82
98
0
SVI
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.9
95
0
0
0
other
Negative
24
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.1
2.5
72
0.78
92
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
31
other
Hyperthyroid
34
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
21
other
Negative
77
F
t
f
f
f
f
f
f
f
f
f
f
f
f
5
1.9
116
1.08
108
0
other
Negative
77
F
f
f
f
f
f
f
f
t
f
f
f
f
f
3.4
1.4
105
0.99
106
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
160
0.85
188
0
other
Hyperthyroid
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
91
0.75
122
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
21
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.1
139
0
0
0
other
Negative
47
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.7
1.4
76
0.76
99
0
other
Negative
50
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
122
0.75
162
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
t
4
1.9
78
0.91
86
0
SVHC
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.5
69
0.63
110
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.4
106
0.86
123
0
SVHC
Negative
28
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.2
2.2
102
0
0
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.8
94
0.93
101
0
SVI
Negative
36
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0
1.9
161
0
0
0
other
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.2
96
0.78
124
0
SVI
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.9
98
1.1
89
0
other
Negative
22
F
t
f
f
f
f
f
t
f
f
f
f
f
f
0.1
0
129
0.83
155
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
82
0.6
10
0.94
10
0
other
Hypothyroid
36
F
f
f
f
f
f
f
t
f
f
f
f
f
f
4.4
0
90
1.01
89
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
100
1.04
97
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
1.5
100
0.88
113
0
SVHC
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.1
109
1.1
99
0
SVI
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.5
112
1.04
108
0
SVI
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2
113
0.9
125
0
other
Negative
1
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.6
110
0.77
143
0
SVI
Negative
71
F
f
f
f
f
f
t
f
f
f
f
f
f
f
2.3
1.8
111
1.03
108
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
77
0.3
18
1.06
17
0
other
Hypothyroid
76
F
f
f
f
f
f
f
f
t
f
f
f
f
f
34
1.7
61
0.88
70
0
other
Hypothyroid
20
F
f
f
f
f
f
f
f
t
f
f
f
f
f
92
0
39
1.21
32
0
other
Hypothyroid
38
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.05
0
90
0.95
95
0
other
Negative
78
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4
0
84
0.89
95
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
64
0.86
74
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.1
94
1
94
0
SVI
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
1.5
66
0.72
92
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.8
104
0.97
108
0
other
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.4
65
0.87
75
0
SVI
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
23
other
Negative
22
F
f
f
f
f
t
f
f
f
f
f
f
f
f
0.15
2
87
0.9
98
0
STMW
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.6
88
0.8
111
0
other
Negative
55
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0.05
1.5
89
0.72
124
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.7
109
0.8
137
0
SVHC
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.6
104
0
0
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.6
111
0.97
114
0
other
Negative
18
M
t
f
f
f
f
f
f
t
f
f
f
f
f
2.5
2.7
131
0.89
149
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.2
86
0.75
116
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
3.7
244
0.95
256
0
SVI
Hyperthyroid
57
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.6
1.3
93
0.78
118
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.6
103
1.07
96
0
SVI
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.4
71
0.79
91
0
SVI
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.8
84
0.95
89
0
SVHC
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
1.4
109
0.82
134
0
SVHC
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
1.6
94
0.84
112
0
SVHC
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.1
110
0.92
120
0
SVHC
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
28
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.4
123
0.99
124
0
SVI
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.7
2
76
1
77
0
SVI
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.6
69
0.94
73
0
SVI
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.1
86
0.84
103
0
other
Negative
69
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0
2.3
151
1.11
137
0
SVI
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.4
95
0.78
122
0
STMW
Negative
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
1.9
0
0
0
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.4
70
0.96
73
0
other
Negative
63
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.15
0
156
1.01
154
0
other
Negative
28
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.8
83
0.95
88
0
other
Negative
51
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.5
72
0.68
106
0
other
Negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
34
0
55
0.93
60
0
other
Hypothyroid
40
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.15
3.5
126
0.78
162
0
other
Negative
48
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
103
1.05
99
0
other
Negative
48
F
f
t
f
f
f
f
f
f
f
f
f
f
f
3.4
1.8
87
0.89
98
0
other
Negative
15
F
t
f
f
f
f
f
f
f
f
f
f
t
f
35
2
19
0.95
20
0
other
Hypothyroid
64
M
t
f
f
f
f
f
f
t
f
f
f
f
f
2.7
1.2
98
0.91
107
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.4
95
0.98
98
0
SVI
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
2.3
92
0.96
96
0
SVI
Negative
47
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
83
0.85
97
0
other
Negative
70
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.3
112
0.89
125
0
other
Negative
20
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
149
0.99
150
0
other
Negative
20
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
1.6
80
0.79
101
0
SVHC
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.9
98
0.81
121
0
SVHC
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.8
0
0
0
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
0
0
0
0
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
25
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
29
other
Negative
54
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0.1
2.7
134
0.9
149
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0.4
1.8
83
0.91
92
0
other
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
t
f
0.7
0
101
0.76
134
0
other
Negative
17
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.3
102
1.12
92
0
other
Negative
43
M
t
f
f
f
f
f
f
t
f
f
f
f
f
0.1
0
129
0.89
145
0
other
Negative