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
t
f
f
f
f
f
f
6.7
0
114
1.52
75
0
other
Hypothyroid
43
M
f
f
f
f
f
f
f
t
f
f
f
f
f
153
0
3
1.23
2.5
0
other
Hypothyroid
62
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.3
6.6
169
0.86
197
0
other
Hyperthyroid
24
M
t
f
f
t
f
f
f
f
f
f
f
f
f
0.3
1.5
101
0.86
117
0
SVI
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.8
126
1.02
124
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
35
1.2
24
0.99
24
0
SVI
Hypothyroid
65
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.3
2.5
105
0
0
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.8
70
0.74
95
0
SVI
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.8
105
1.01
104
0
other
Negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0
128
1.06
121
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0
87
0.89
98
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.1
90
0.96
94
0
other
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
4.7
242
1.02
237
0
other
Hyperthyroid
66
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.8
1.7
103
0.95
108
0
other
Negative
24
F
f
f
f
f
t
f
f
f
f
f
f
t
f
0.3
2.6
151
1.53
99
0
STMW
Negative
49
F
f
f
f
f
f
t
f
f
f
f
f
f
f
5.9
2.2
112
1
112
0
STMW
Negative
47
F
f
f
f
f
f
f
f
f
f
f
t
f
f
1.4
2.1
82
1.02
80
0
SVI
Negative
47
M
f
f
t
f
f
f
f
f
t
f
f
f
f
0
0
104
0.84
124
0
other
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.6
78
0.82
95
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4
2.2
108
1.03
105
0
other
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.4
94
1.03
91
0
other
Negative
70
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.2
1.4
143
1.07
134
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2
98
1.03
95
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
0.9
90
0.61
148
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.6
117
0.82
143
0
other
Negative
63
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.6
99
0.93
106
0
other
Negative
51
M
f
f
f
f
f
f
t
f
t
f
f
f
f
0.2
2.3
93
0.66
141
0
other
Negative
70
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3
1.8
95
1
95
0
other
Negative
25
F
f
t
f
f
f
f
f
f
f
f
f
f
f
9.2
0
64
0.96
67
0
other
Hypothyroid
68
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.2
2
112
1.05
107
0
other
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
2.5
104
1.19
87
0
other
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.8
107
1.02
105
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.7
0
0
0
0
other
Negative
57
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.7
2
82
1.05
78
0
other
Negative
64
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.9
2.5
123
1.16
107
0
other
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
84
0.94
89
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
4.4
4
1.11
3.5
0
other
Negative
20
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.1
1.9
110
0.92
120
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.6
124
0.92
135
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
104
1.21
86
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
30
0.3
13
0.97
13
0
SVHC
Hypothyroid
71
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
1.9
94
0.97
97
0
SVHC
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2
75
0.7
107
0
SVI
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.6
111
1.1
101
0
SVI
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.6
92
0.87
106
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.1
0
73
0.81
90
0
other
Negative
21
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.1
1.9
94
0.88
107
0
other
Negative
53
F
f
f
f
f
f
f
f
f
t
f
f
f
f
15.299999
1.5
44
0.98
45
0
other
Hypothyroid
75
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
2.1
87
0.89
98
0
SVHC
Negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.2
103
0.96
107
0
SVI
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2
91
0
0
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
36
other
Hyperthyroid
47
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
2.4
109
1.07
102
0
SVHC
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.7
74
0.98
111
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.2
51
0.89
57
0
other
Hypothyroid
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
10.299999
1.3
35
0.77
76
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.4
101
1.12
90
0
SVHC
Negative
54
F
f
f
f
f
f
f
f
t
f
f
f
f
f
3
2.5
144
1.44
100
0
other
Negative
62
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
150
0.94
160
0
other
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.3
134
0.93
144
0
STMW
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
21
other
Negative
20
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
121
0.91
133
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
430
0.4
6
1.04
6
0
other
Hypothyroid
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
8.599999
359
0.74
485
0
other
Hyperthyroid
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
2.2
115
0.96
120
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.1
123
0.97
127
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
213
0.9
43
0.95
45
0
SVI
Hypothyroid
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.2
77
0.84
92
0
other
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
37
0
47
0.95
49
0
other
Hypothyroid
43
M
f
f
f
f
f
f
f
t
f
f
f
f
f
216
0
4
1.28
3
0
other
Hypothyroid
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.1
94
1.06
89
0
other
Negative
72
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4
0
124
1.16
107
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2
105
1
105
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.5
106
1.03
103
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
2.1
77
0.99
78
0
SVI
Negative
36
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
128
0.87
147
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.3
108
1.09
99
0
other
Negative
71
F
f
f
f
f
f
t
f
f
f
f
f
f
f
1.7
2.2
95
1.1
86
0
SVI
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.1
2.4
116
1.05
110
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.6
106
1.86
123
0
SVI
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2
90
0.98
92
0
other
Negative
30
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0
0
0
0
0
33
other
Hyperthyroid
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.5
101
0
0
0
SVI
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2
86
0
0
0
SVI
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.6
99
1.02
97
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.4
59
0.64
92
0
SVI
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.7
137
1
137
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.8
104
1.23
85
0
SVI
Negative
1
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.2
65
0.89
73
0
SVI
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.4
124
1.23
101
0
other
Negative
52
F
f
f
f
f
f
f
t
f
f
f
f
f
f
2.4
1.9
85
1.14
75
0
other
Negative
59
F
f
f
f
f
f
f
f
f
t
f
f
f
f
47
1.9
79
1.13
70
0
other
Hypothyroid
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.2
98
1.07
92
0
other
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.7
87
0.95
92
0
SVHC
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.4
83
0.93
89
0
SVHC
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.2
124
0
0
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4
1.2
80
0.81
99
0
other
Negative
25
M
f
f
t
f
f
f
f
f
t
f
f
f
f
0.25
2.6
95
0.9
106
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.7
74
0.9
82
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.2
3.8
124
0.29
428
0
other
Hyperthyroid