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
M
f
f
f
f
f
f
f
f
f
t
f
f
f
1.1
2.1
61
0.89
69
0
SVHC
Negative
48
M
f
f
t
f
f
f
f
f
f
f
f
f
f
0.21
3.8
168
0.98
171
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
14
1.3
77
0.94
82
0
other
Hypothyroid
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4
2.2
83
0
0
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.9
99
0.83
119
0
SVI
Negative
67
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.7
0
99
0.94
105
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
38
1.4
74
0.98
76
0
SVHC
Hypothyroid
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.3
73
0.76
96
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.3
112
1.04
108
0
SVI
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.105
1.5
108
0.81
133
0
SVI
Negative
62
F
f
f
f
f
f
f
t
f
f
f
f
f
f
6.5
0
110
1.41
78
0
other
Hypothyroid
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.1
93
1.06
88
0
other
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.7
111
0.82
135
0
SVHC
Negative
16
F
t
f
f
f
f
f
f
f
f
f
f
f
f
252
1.7
5
1.08
5
0
other
Hypothyroid
61
M
t
f
f
f
f
f
f
t
f
f
f
f
f
1.2
2.3
96
0.72
133
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.6
157
1.16
135
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.76
2.3
90
0.94
96
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.19
3
108
1.13
96
0
other
Negative
28
F
f
t
f
f
f
f
f
f
f
f
f
f
f
1.7
2.9
119
1.41
84
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.7
107
1.01
106
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.7
1.3
105
1.01
104
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.8
97
1.01
96
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.93
1.4
57
0.72
79
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2
137
1.15
119
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
82
1.08
76
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
t
f
f
7.9
2.4
151
1.63
93
0
other
Negative
60
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.1
3.1
62
0.94
66
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.3
104
0.94
110
0
SVI
Negative
65
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.8
2.7
105
1.16
91
0
other
Negative
53
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
2.1
75
0.86
87
0
other
Negative
48
F
t
f
f
f
f
f
f
f
f
f
f
f
f
6.7
0
161
1.62
99
0
other
Negative
61
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1.6
0
115
1.08
106
0
other
Negative
62
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.2
0
99
1.03
95
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
t
f
f
f
1.6
1.7
125
0.96
130
0
SVHC
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.8
1.2
83
0.69
121
0
SVI
Hypothyroid
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
3.1
132
1.06
125
0
SVI
Negative
59
M
f
f
f
t
f
f
f
f
f
f
f
f
f
2.1
0
87
0.96
91
0
SVI
Negative
72
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.1
2.1
104
0.91
114
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
1.4
89
0.76
117
0
other
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.4
136
1.07
127
0
other
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
128
1.02
125
0
other
Negative
23
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.22
6.5
245
0.76
325
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.4
82
0.81
102
0
SVHC
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
2
80
0.77
104
0
other
Negative
84
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.9
1.7
99
0.79
125
0
other
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.1
129
0.86
150
0
other
Negative
84
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.2
106
0
0
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.6
99
0.93
106
0
SVHC
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.8
93
0.69
135
0
SVHC
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.4
110
0.85
129
0
SVHC
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
t
f
0.88
2.9
68
0
0
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
2
88
0.91
97
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
12
1.4
67
0.71
94
0
other
Hypothyroid
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.63
1.1
60
0.64
94
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.5
95
0.67
142
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1
79
1.11
71
0
other
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.5
1.1
94
0.79
119
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.2
0.7
61
0.46
133
0
other
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.2
100
0.87
115
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.9
1.8
0
0
79
0
other
Negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.3
154
1.14
135
0
other
Negative
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.15
0
127
0.89
143
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
89
1.17
76
0
other
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2
81
0.88
92
0
SVI
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.1
109
0.97
112
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.4
117
1.04
113
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
2.1
90
1.07
84
0
SVI
Negative
59
M
t
f
f
f
f
f
f
t
f
f
f
f
f
15
1.4
155
1.05
148
0
other
Negative
1
M
f
f
f
f
f
f
f
f
f
f
f
f
f
16
2.7
150
1.09
138
0
STMW
Hypothyroid
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0.3
23
0.51
45
0
other
Hypothyroid
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
79
1.13
70
0
other
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.4
75
0.98
77
0
other
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
2.2
98
0.97
101
0
other
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.4
1.3
68
0.9
76
0
SVI
Hypothyroid
30
M
t
f
f
f
f
f
f
f
t
f
f
f
f
0.05
1.9
112
0.77
145
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.2
2.1
79
0.89
89
0
SVI
Hypothyroid
47
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.5
1.8
94
1
94
0
SVI
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.1
92
0.81
114
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.6
101
0.87
116
0
other
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
3.2
138
1.08
128
0
other
Negative
70
F
t
f
f
f
f
f
t
t
f
f
f
f
f
0.1
2.1
126
0.83
152
0
other
Negative
55
M
t
f
f
f
f
f
f
f
f
f
f
f
f
4.6
0
109
0.97
112
0
other
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
2.1
88
1.07
82
0
SVI
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
78
0.8
98
0
other
Negative
44
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.6
1.7
118
1.1
107
0
SVI
Negative
62
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0.41
3.1
108
1.07
101
0
SVHD
Negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.6
0
0
0
0
other
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.7
114
0.93
123
0
SVHC
Negative
31
F
f
f
f
f
f
f
f
t
f
f
f
t
f
2.7
2.3
87
1.17
74
0
SVI
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
2.7
80
0.94
85
0
SVHC
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.9
92
0.89
103
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2
92
0.96
96
0
STMW
Negative
24
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
1.7
76
1.02
75
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
33
other
Hyperthyroid
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.045
1.9
107
0.85
126
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.2
1.6
85
0.91
93
0
other
Hypothyroid
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.5
93
1.09
85
0
SVHC
Negative
62
M
f
f
f
t
f
f
f
f
f
f
f
f
f
2
1.5
77
0
0
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2.4
104
0.74
141
0
SVHC
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.46
2.3
93
0.89
104
0
SVHC
Negative