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
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.58
2.2
92
0.96
96
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.77
1.9
113
1.03
110
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
2.1
83
1.19
69
0
SVI
Negative
58
F
t
f
f
f
f
f
f
f
t
f
f
f
f
0.01
3.3
129
1.23
105
0
SVI
Hyperthyroid
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.01
2.1
159
1.13
140
0
SVHD
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
1.8
114
0.98
120
0
SVHC
Negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.7
140
0.96
147
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.8
1.3
92
0.94
98
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.6
2.2
99
1.16
85
0
other
Hypothyroid
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.8
141
0.99
142
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
98
0.4
5.8
0.8
7
0
SVI
Hypothyroid
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
98
0.83
119
0
other
Negative
19
F
t
f
f
f
f
f
f
f
f
f
f
f
f
5.7
1.9
104
1.1
94
0
other
Negative
76
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.65
1.5
111
0.96
116
0
other
Negative
54
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.1
2.5
128
1.12
114
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.3
1.7
146
1.22
119
0
other
Hypothyroid
66
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.42
1.9
153
1.04
147
0
other
Negative
22
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
151
1.05
144
0
other
Negative
39
F
f
f
f
f
f
f
f
t
t
f
f
f
f
2
2.3
102
1.16
88
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
2.2
104
1.11
93
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.7
109
0.93
117
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
161
0.9
180
0
other
Hyperthyroid
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2
101
0.81
124
0
SVI
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.5
1.5
93
0.87
107
0
SVI
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.01
2.4
127
0.84
152
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
1.8
95
0.82
116
0
SVHC
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.59
0
115
1.2
96
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.025
0
113
0.98
116
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.8
1.8
98
0.87
112
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.5
78
0.89
88
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.65
1.7
101
0.93
109
0
SVI
Negative
46
M
f
f
f
t
f
f
f
t
f
f
f
f
f
1.7
0
139
1.1
127
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.94
2
102
0.86
119
0
SVHC
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
2.5
149
1.09
137
0
SVHC
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.71
4.3
129
1.62
79
0
STMW
Hyperthyroid
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.015
6
250
0.8
312
0
other
Hyperthyroid
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.73
1.7
160
1.11
149
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.79
1.5
110
0.88
125
0
SVI
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
2.2
68
0
0
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.8
88
0
0
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.2
98
0
0
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.6
121
1.13
107
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
t
3.7
2.3
100
1.11
90
0
SVHC
Negative
67
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.52
1.4
129
0.96
134
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
51
0.4
12
1.26
10
0
other
Hypothyroid
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
45
1.4
39
1.16
33
0
SVI
Hypothyroid
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
3.4
136
0.73
185
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
112
0.97
116
0
other
Negative
53
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.02
4.3
250
1.01
247
0
other
Hyperthyroid
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2
94
0.96
98
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
139
0.9
36
0.9
40
0
other
Hypothyroid
25
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
1.5
96
0.8
121
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.42
1.9
109
0.77
138
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
1.9
92
0.87
105
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.5
102
0.95
108
0
SVHC
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.1
69
0.74
93
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
1
120
0.56
213
0
SVI
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.8
143
0.87
164
0
SVI
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.85
2.3
141
1.14
125
0
SVHC
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2.3
100
1.11
90
0
SVI
Negative
81
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.9
1.5
71
0.78
91
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
t
f
f
1.2
0
115
0.97
114
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2
96
0.95
101
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.7
141
1.15
123
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
2
67
0.73
92
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.35
2
93
1.03
90
0
SVI
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
2.2
99
1.04
96
0
SVI
Negative
67
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.42
1.4
140
0.98
143
0
SVI
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.97
0
94
0.97
97
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
28
2.5
0
0
0
0
other
Hypothyroid
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
73
0.91
81
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.3
101
0.95
106
0
other
Negative
25
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.4
1.6
78
0.88
89
0
SVHD
Negative
37
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.05
0
181
1.21
150
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.9
103
0.99
104
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
2.3
136
1.07
127
0
SVHC
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.7
111
1.02
108
0
SVI
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.6
114
0.93
123
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.9
108
1.04
103
0
SVHC
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.7
106
1
106
0
SVHC
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
2.4
106
0.97
109
0
SVHC
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.7
98
1.08
90
0
STMW
Negative
18
F
f
f
f
f
t
f
f
f
f
f
f
t
f
0.83
2.9
68
1.16
58
0
STMW
Hyperthyroid
29
F
f
f
f
f
t
f
f
f
f
f
f
t
f
1.4
3.4
147
1.49
99
0
STMW
Hyperthyroid
62
F
f
f
f
t
f
f
f
f
f
f
f
f
f
3.3
2
116
1.06
110
0
SVI
Negative
73
M
f
f
f
t
f
f
f
f
f
f
f
f
f
3.2
1.5
69
0.8
86
0
SVI
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.6
86
0.91
94
0
SVI
Negative
59
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.8
0
134
1.05
128
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
1.9
135
1.02
132
0
other
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.1
111
0.95
117
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
118
1.04
112
0
other
Negative
43
F
f
f
f
f
f
f
f
t
f
f
f
f
t
6.5
1.8
60
0.89
67
0
SVHC
Hypothyroid
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.64
1.7
102
0.76
134
0
SVHC
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.6
125
1.06
118
0
SVHC
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2
2.4
94
0.96
98
0
SVHC
Negative
63
F
f
f
f
f
f
t
f
f
f
f
f
f
f
1.8
2
152
1.18
129
0
other
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.2
118
0.89
132
0
SVHC
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.9
0
0
0
0
other
Negative