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
61
M
f
f
f
f
f
f
t
f
f
f
f
f
f
0.005
2.3
110
1.01
109
0
other
Negative
46
F
f
f
f
f
f
f
t
f
f
f
f
f
f
5
2
107
1.14
94
0
other
Negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.03
2.8
183
1.23
149
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
1.9
104
1.13
92
0
SVHC
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
3.1
97
1.1
86
0
SVHC
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.08
1.3
105
1.05
101
0
SVI
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
440
0.5
24
1.32
18
0
other
Hypothyroid
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.6
101
0.93
108
0
SVI
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.7
77
0.87
89
0
SVI
Negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.6
103
0.92
112
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.84
2
101
1.04
97
0
SVHD
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.27
0
0
0
0
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.63
1.8
120
0.91
132
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.6
102
0.82
128
0
SVI
Negative
77
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0
1.8
111
0.96
115
0
other
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2
1.3
97
0.9
108
0
SVHC
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2
109
1
109
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.2
87
1.17
74
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.8
142
1.13
125
0
other
Negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.3
132
1.16
114
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.6
126
0.87
145
0
SVI
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2
114
1.33
86
0
other
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
0
SVHC
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
80
0.86
93
0
SVI
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.3
116
0.97
119
0
SVI
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.3
117
1.11
105
0
SVI
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2.1
116
0
0
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.015
2
71
0.89
80
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.8
98
1.14
85
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.57
1.9
90
0.88
102
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
90
other
Hyperthyroid
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
1.6
140
0.95
148
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.4
113
1.03
110
0
SVI
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.7
1.7
112
1.05
107
0
SVI
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2
88
0
0
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.099999
2.4
132
1.28
103
0
other
Hypothyroid
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.8
105
0
0
0
other
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
84
0.9
93
0
other
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2
127
1.13
113
0
SVI
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.3
72
0.9
80
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
2
111
0.91
123
0
SVHC
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.8
81
0.91
88
0
other
Negative
28
F
f
f
f
f
f
f
f
t
f
f
f
f
f
3.2
1.3
96
0.9
107
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.2
116
1.03
112
0
SVI
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2
104
1.06
98
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.6
88
0.89
100
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.8
93
0.99
95
0
other
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.92
0
162
1.07
152
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
1.9
103
0.95
109
0
SVI
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.8
94
0
0
0
other
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
2.1
89
0.86
103
0
SVHC
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.71
1.7
102
1.12
92
0
SVI
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.52
1.3
138
1.07
129
0
other
Negative
70
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.005
1.7
71
1.08
66
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
18
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
15
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
21
other
Negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2
103
1.03
100
0
other
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
6.3
2
119
1.04
114
0
other
Hypothyroid
8
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
87
1
87
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
85
0.95
90
0
other
Negative
33
F
f
f
f
f
t
f
f
f
f
f
t
f
f
3.9
2.2
120
1.41
85
0
other
Negative
35
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.72
3.8
140
1.16
121
0
other
Negative
81
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.2
147
1.06
138
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.1
124
1.08
114
0
SVI
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.2
103
1.35
76
0
other
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.1
94
0.79
119
0
other
Negative
74
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.5
0.8
151
1.01
150
0
other
Negative
19
M
f
f
f
f
f
f
f
t
f
f
f
f
f
9
2.2
117
0
0
0
other
Hypothyroid
34
F
f
f
f
f
f
f
f
f
f
f
f
f
t
4.4
2.7
131
1.73
76
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
1.8
78
1.04
76
0
SVHC
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.9
113
1.14
99
0
other
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
1.7
67
1.15
59
0
SVHC
Negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.005
2
54
1.66
33
0
STMW
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
1.6
61
1.09
56
0
other
Negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.3
93
0.86
108
0
SVI
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.7
104
0
0
0
other
Negative
47
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.5
1.5
98
0.86
113
0
SVI
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.6
1.9
81
1
82
0
SVI
Negative
62
M
f
f
f
t
f
f
f
f
f
f
f
f
f
3.4
1.3
92
0.89
104
0
other
Negative
80
F
f
f
t
f
f
f
f
f
f
f
f
f
f
2.2
1.7
83
1.11
76
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.5
87
0.94
93
0
other
Negative
66
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.005
1.5
76
0.85
89
0
SVI
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.6
96
0
0
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.4
71
0.72
99
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
t
4.5
1.3
89
0.73
121
0
SVHC
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
2.4
129
1.18
109
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.3
92
0.92
100
0
other
Negative
54
F
t
f
f
f
f
f
f
f
f
t
f
f
f
0.94
1.3
78
1.12
70
0
SVHC
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
120
0.97
124
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
12
1.5
106
0.92
115
0
SVI
Hypothyroid
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.2
117
0.96
121
0
SVI
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
1.3
95
0.79
120
0
SVHC
Negative
41
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.005
1.5
100
1.01
99
0
SVHC
Negative
27
F
f
f
t
f
t
f
f
f
f
f
f
f
f
0.005
2.5
145
1.45
100
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1
72
0.7
103
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.88
1.6
114
1.02
112
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
1.8
114
1.02
112
0
SVHC
Negative
62
F
f
f
f
f
f
f
f
t
f
f
f
f
f
8.599999
0
86
0.84
101
0
other
Hypothyroid
64
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.9
0
121
1
121
0
other
Negative