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
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
101
0.9
112
0
other
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.66
2.4
87
0.82
106
0
SVHC
Negative
47
F
f
f
f
f
f
f
f
f
f
t
f
f
f
2.1
2.4
106
1.12
95
0
SVHC
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.18
1.4
104
0.83
125
0
SVI
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.8
60
0.95
63
0
SVHC
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.7
128
0.93
138
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
8.9
1.2
109
0.93
117
0
other
Hypothyroid
73
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.3
1.7
59
0.87
68
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.2
127
0.89
143
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
10
1.5
100
0.87
115
0
other
Hypothyroid
70
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0.37
0.6
115
0.73
158
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.31
0.3
80
0.72
111
0
other
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.7
2.8
135
1.2
113
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
106
0.3
5
1.11
4.5
0
other
Hypothyroid
84
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.04
4.2
151
0.88
172
0
other
Hyperthyroid
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.1
103
1.04
100
0
other
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2.5
82
0.92
89
0
other
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.9
100
0.98
102
0
SVI
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2.2
101
1.06
95
0
other
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.67
1.7
92
0.99
93
0
SVHC
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
11
3.5
146
1.1
133
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
2.3
140
1.1
127
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.9
131
0.95
138
0
other
Negative
54
F
f
f
f
f
f
f
f
t
f
f
f
f
f
14
2
62
0.9
69
0
other
Hypothyroid
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.7
129
1.1
117
0
SVHC
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.9
115
0.86
134
0
SVHC
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.92
0
101
0.91
111
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
98
0.89
110
0
STMW
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.5
3.1
109
1.09
100
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.03
13.299999
410
0.79
519
0
other
Hyperthyroid
62
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.1
110
1.14
96
0
SVHD
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
3
125
1.24
101
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.03
0
0
0
0
0
other
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
0
109
0.8
136
0
SVI
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
96
1.03
93
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
83
0.8
104
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.38
0
110
1.01
109
0
other
Negative
66
F
t
f
f
t
f
f
f
f
f
f
f
f
f
0.89
1.7
125
0.98
128
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
2
144
1.16
124
0
SVHC
Negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
1.6
79
0.66
120
0
SVHC
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
3
138
1.24
111
0
SVHC
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
2.5
117
1.04
113
0
SVHC
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.57
0
88
0.94
94
0
SVHC
Negative
38
F
f
f
f
f
f
f
f
f
t
f
f
f
f
3.1
0
134
1.07
125
0
other
Negative
72
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.8
1.7
114
1.03
111
0
SVI
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
115
0.98
117
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
9.4
0.8
80
1.35
59
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.62
2
95
0.83
115
0
SVI
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
80
0.94
85
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
18
1.9
97
0.93
104
0
other
Hypothyroid
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
1.7
92
1.03
90
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.5
125
1.06
118
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
74
0.95
78
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
44
1.6
28
0.97
29
0
other
Hypothyroid
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.2
100
0.87
115
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.37
2.6
108
1.07
101
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.03
6.4
191
0.97
197
0
other
Hyperthyroid
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.81
2.1
117
0.96
122
0
other
Negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.3
0
0
0
0
other
Negative
17
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
3.3
84
0
0
0
other
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
3
93
0.95
98
0
SVHC
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
2
68
0.88
77
0
SVHC
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.3
139
0.98
142
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
132
1.13
117
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.68
0
76
1
76
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
27
1.2
139
1.09
128
21
SVI
Hypothyroid
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
1.3
128
1.06
121
0
SVI
Negative
36
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.03
4
178
1.14
156
0
other
Hyperthyroid
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
87
0.95
92
0
SVI
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.67
1.3
72
0.75
96
0
SVHC
Negative
34
M
f
f
t
f
f
f
f
f
f
f
f
f
f
0.04
2.8
155
1
155
0
other
Negative
24
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.11
3.8
96
0.81
119
0
other
Negative
24
F
f
f
f
f
f
f
f
t
f
f
f
f
f
3.9
0
90
1.02
88
0
other
Negative
69
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.11
0
141
0.9
157
0
STMW
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
0
178
1.13
158
0
SVI
Hyperthyroid
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.94
1.1
133
0.83
160
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
t
f
59
1.9
38
1.13
34
0
SVI
Hypothyroid
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.93
0
84
0.61
139
0
SVI
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
7.7
0
50
0.66
76
0
SVI
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
143
1.11
129
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.2
0
72
0.84
86
0
other
Negative
73
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.04
0
138
0.94
146
0
other
Negative
58
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.6
2.9
119
1.12
106
0
other
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.22
2
134
0.66
203
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.2
116
1.04
112
0
SVI
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
7.7
1.4
79
0.92
86
0
other
Hypothyroid
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.13
1.8
118
0.91
130
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.32
0.7
87
0.91
96
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.045
1.3
86
1.02
84
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
1.6
99
0.82
121
0
SVHC
Negative
61
F
f
f
f
f
f
t
f
f
f
f
f
f
f
118
0
18
1.05
17
0
SVI
Hypothyroid
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0.7
69
0.93
74
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
9.299999
2.4
117
1.07
108
0
other
Hypothyroid
62
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.2
2.5
85
0.92
92
0
SVI
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
2.2
78
1.04
75
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.045
2.8
142
1.05
135
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.12
1.4
91
0.81
112
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
0
134
1.02
131
0
other
Negative
91
F
f
f
f
t
f
f
f
f
f
f
f
f
f
11
0
82
0.88
93
0
SVI
Hypothyroid
87
F
f
f
f
f
f
f
f
t
f
f
f
f
f
176
0
52
1.23
42
0
other
Hypothyroid