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
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
78
0.96
81
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
0
112
0.89
126
0
other
Negative
49
F
f
f
f
f
f
f
f
f
t
f
f
t
f
1.9
0
122
0.78
156
0
SVI
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2.2
83
0.8
104
0
SVHC
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
91
0.81
112
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
16
1.6
62
0.88
71
0
SVHD
Hypothyroid
88
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
140
1.14
123
0
SVI
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
0
105
0.62
169
0
SVI
Negative
21
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
93
0.73
127
0
SVI
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
0
97
0.98
99
0
other
Negative
42
F
f
f
f
f
f
f
f
t
f
f
f
f
f
4.8
0
57
0.8
71
0
other
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
23
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.85
2.6
112
1.01
111
0
SVHC
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
1.6
69
0.99
70
0
SVI
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
1.7
111
0.83
134
0
SVHC
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.89
2
80
0.7
114
0
SVHC
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.99
2.3
130
1.01
129
0
SVHC
Negative
66
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.05
2.5
130
0.86
151
0
other
Negative
54
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.04
3.1
231
0.96
241
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
141
0.97
145
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
111
1.11
100
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.7
1.1
156
1.01
155
0
SVI
Negative
28
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.1
0
90
1.11
81
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.45
2.5
126
1.08
117
0
other
Negative
21
F
f
f
t
f
f
f
f
f
f
f
f
f
f
7
2.4
45
1.11
41
0
other
Hyperthyroid
57
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.23
2.4
108
1.03
105
0
other
Negative
68
M
f
f
f
f
f
t
f
f
f
f
f
t
f
0.48
3
97
1.05
92
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
102
1.07
95
0
other
Negative
53
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
117
0.95
123
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2
122
1.1
111
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.7
2.4
133
1.29
103
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.9
138
1.22
113
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.1
104
1.32
79
0
other
Negative
80
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.7
2
130
1.05
124
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.82
1.3
57
0.69
83
0
other
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.3
90
0.87
103
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.4
111
0.91
122
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2
121
0.89
136
0
SVI
Negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.58
1.7
107
0.85
126
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.8
0
72
0.93
77
0
SVI
Hypothyroid
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
109
0.9
121
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.3
120
1.16
103
0
other
Negative
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
97
0.91
107
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.17
2.4
122
1
122
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
20
0
72
0.96
75
0
other
Hypothyroid
20
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.46
2
119
1.1
108
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0.43
0
107
0.98
109
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.14
0
92
0.93
99
0
other
Negative
59
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.75
0
129
1.03
125
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
98
0.95
103
0
other
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.12
2.6
122
0.95
127
0
SVHC
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
91
0.89
102
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
31
0
67
0.92
73
0
STMW
Hypothyroid
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
191
0.8
5
1.03
4.85
0
other
Hypothyroid
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
94
0.92
102
0
other
Negative
69
M
f
t
f
f
f
f
f
f
f
f
f
f
f
2.9
0
86
0.75
115
0
other
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.29
0
61
0.51
120
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.77
0
85
0.71
120
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
89
0.87
102
0
SVI
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.92
0
115
1.08
106
0
SVI
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
0
117
0.86
136
0
other
Negative
40
F
f
f
f
f
f
f
f
f
t
f
f
f
f
6
2
125
1.04
120
0
SVHC
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
73
0
43
0.87
49
0
other
Hypothyroid
69
M
f
f
f
f
f
f
f
f
t
f
f
f
f
1.3
0
98
0.84
117
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
2.5
118
1.21
98
0
other
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
2
88
0.84
105
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
110
0.99
111
0
SVI
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
0
95
0.92
103
0
SVI
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.84
0
94
0.97
97
0
SVI
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.9
102
1
102
0
SVI
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.56
0
109
1.01
108
0
SVI
Negative
14
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
114
1.03
111
0
other
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
1.6
113
0.88
128
0
other
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.95
2
136
1.01
134
0
SVHC
Negative
29
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0
2.3
102
0
0
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
69
0.81
85
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.62
2
104
0.95
109
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.82
1.7
73
0.87
84
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
92
0.83
111
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
t
3.6
2.1
106
1.05
101
0
SVHC
Negative
32
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0
0
64
0.76
84
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.9
87
1.12
78
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
107
1.18
91
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.5
124
1.08
115
0
SVI
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
0
124
0.86
144
0
SVHC
Negative
62
M
f
f
f
f
f
f
f
f
f
t
f
f
f
3.7
1.4
83
0.81
102
0
SVHC
Negative
66
F
f
f
f
f
f
t
f
f
f
f
f
f
f
1.8
0
105
1.08
97
0
other
Negative
75
M
f
f
f
t
f
f
f
f
f
f
f
f
f
3.4
0
91
0.84
108
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0
156
1.46
107
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
31
other
Hyperthyroid
58
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.03
2.1
130
0.87
149
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
t
f
f
3.5
2.4
95
1.08
88
0
other
Negative
62
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0.9
121
0.96
126
0
other
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.015
4
239
0.9
266
0
other
Hyperthyroid
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.9
119
1.07
111
0
SVI
Negative
48
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.03
3.1
96
0.92
104
0
other
Negative
48
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.07
1.7
104
0
0
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
117
0.98
119
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.61
1.3
107
0
0
0
SVI
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
12
2.2
96
0
0
0
other
Hypothyroid