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
77
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.42
1.3
67
1.08
62
0
other
Negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.025
0
121
0.94
129
0
other
Negative
36
M
f
f
f
f
f
f
f
f
f
t
f
f
f
0.71
1.7
93
0.88
106
0
SVHC
Negative
13
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.7
96
0.68
142
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.5
93
0.97
95
0
SVHC
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.8
0
95
0.98
97
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0
0
0
0
0
19
other
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.7
101
0.84
120
0
SVHC
Negative
66
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.05
1.1
69
0.78
88
0
other
Negative
80
F
t
f
f
f
f
f
f
f
f
f
f
t
f
0.83
1.9
116
0
0
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
27
other
Negative
60
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
f
f
f
f
f
f
f
f
f
1.2
0
86
0.86
99
0
other
Negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.46
1.8
115
1
115
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
37
0
86
0.82
105
0
SVI
Hypothyroid
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
8.2
0
125
0.81
153
0
SVI
Hypothyroid
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.8
101
1.07
94
0
SVHC
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.6
68
0.87
78
0
SVHC
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.5
119
1.01
118
0
SVHC
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
172
0
29
0.84
35
0
SVI
Hypothyroid
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
114
1.01
113
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.71
2.2
91
0.94
96
0
other
Negative
75
F
f
f
f
f
f
t
f
f
f
f
f
f
f
2.6
0
96
1.12
86
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.64
1.4
110
0.78
142
0
SVI
Negative
51
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.2
0
120
1.22
99
0
SVHD
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.5
124
0.88
141
0
SVHC
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.8
124
1.16
106
0
SVHC
Negative
42
F
f
f
f
t
f
f
f
f
f
f
f
f
f
4.4
1.9
127
1.14
111
0
SVI
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
120
1.11
108
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
0
97
0.9
108
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.95
0
85
0.8
106
0
SVHD
Negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
100
1.03
96
0
other
Negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.5
172
1.15
149
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.45
0
113
1.05
107
0
other
Negative
45
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.025
4.2
183
0.78
235
0
other
Hyperthyroid
42
F
f
f
f
f
f
f
f
t
f
f
f
f
f
114
0.8
4.06
1.06
3.84
0
other
Hypothyroid
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.75
1.7
88
0.92
96
0
other
Negative
42
F
f
f
t
f
f
f
f
f
t
f
f
f
f
0.025
3.1
136
1
136
0
other
Hyperthyroid
76
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.19
1.6
129
0.99
130
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
119
1.12
107
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.3
0
0
0
0
other
Negative
46
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.84
1.7
111
0.98
113
0
other
Negative
78
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.5
0
115
1.08
106
0
SVI
Negative
10
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
83
0.93
89
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.6
116
1.04
111
0
SVI
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.4
135
1.19
113
0
SVI
Negative
75
F
t
f
f
f
f
f
f
t
f
f
f
f
f
4.3
1.7
142
1.12
127
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
81
0.85
95
0
other
Negative
25
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.5
1.8
93
0.99
94
0
other
Negative
25
F
f
f
f
f
f
f
t
f
f
f
f
f
f
34
0
14
1.03
13
0
other
Hypothyroid
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.95
0
115
0.97
117
0
other
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.66
0
62
0.94
63
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
134
1.14
117
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
105
0.94
112
0
other
Negative
28
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.07
1.9
175
1.23
143
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
11
0
106
0.97
110
0
SVI
Hypothyroid
44
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.3
1.5
64
1.01
63
0
SVI
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
87
0.88
99
0
other
Negative
57
F
f
f
f
f
f
f
f
t
f
f
f
f
f
3.3
1.3
67
0.96
70
0
other
Negative
58
M
t
f
f
f
f
f
f
f
f
f
f
f
f
22
1
155
1.13
137
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
75
0.75
100
0
other
Negative
31
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.06
0
123
0
0
0
other
Negative
31
M
f
f
f
f
f
f
f
f
f
t
f
f
f
3.6
1.5
105
0.8
131
0
SVHC
Negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.4
62
0.64
98
0
SVHC
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
152
1.51
101
0
SVHC
Negative
39
M
f
f
f
f
f
f
f
f
f
t
f
f
t
1.1
1.8
91
0.94
97
0
SVHC
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
107
1.07
100
0
other
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
116
1
117
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.8
0
0
0
0
other
Negative
46
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2
0
78
0.93
84
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
29
other
Negative
76
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.7
0
103
1.03
100
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
125
1.08
115
0
other
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
21
other
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
2.9
116
0
0
0
SVHC
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.7
138
1.15
125
0
SVHC
Negative
67
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.3
0
81
0.91
89
0
SVI
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.84
0
130
1.06
123
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
3.8
200
0.76
264
0
SVI
Hyperthyroid
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
2.9
150
0
0
0
SVHC
Negative
37
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.4
0
100
0.86
117
0
other
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4
0
97
0.92
106
0
other
Negative
55
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.07
0
92
0.58
157
0
other
Negative
66
F
f
f
f
f
f
f
f
t
t
f
f
f
f
48
0.4
12
1.35
9.099999
0
other
Hypothyroid
66
F
f
f
f
f
f
f
t
f
f
f
f
f
f
2.7
1
67
0.83
80
0
other
Hyperthyroid
66
F
f
f
f
t
f
f
f
t
f
f
f
f
f
1
2
91
0.95
95
0
SVHD
Negative
65
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.3
1.4
144
1.3
110
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
113
0.97
117
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
83
0.81
103
0
other
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.35
1.7
97
0.86
113
0
SVHC
Negative
54
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.1
0
146
1.08
136
0
other
Negative
70
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.9
2.2
0
0
0
0
SVHD
Negative
70
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
0
0
0
9.299999
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.7
124
1.11
112
0
SVI
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.03
0
90
1.02
89
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
124
1.01
122
0
other
Negative
19
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0
134
1.12
109
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
1.7
102
0
0
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
27
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
91
1.05
87
0
SVI
Negative