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
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
0
84
1.04
80
0
SVI
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.6
0
138
1.21
114
0
SVI
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.97
0
91
0.8
114
0
other
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.7
2
112
0.97
115
0
SVHC
Negative
20
F
f
f
t
f
f
f
f
f
t
f
f
f
f
0.03
2
92
1.03
89
0
other
Negative
66
F
t
f
f
f
f
f
t
t
f
f
f
f
f
4.7
1.3
145
0
0
0
other
Negative
28
F
f
f
t
f
f
f
f
f
t
f
f
f
f
3
2.1
136
0
0
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.4
100
0.8
123
0
SVI
Negative
76
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1
1.9
130
1.21
107
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.8
106
0.95
111
0
SVHC
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.2
97
0.97
100
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
t
f
f
f
1.9
2.1
113
1.01
112
0
other
Negative
56
M
f
f
f
t
f
f
f
f
t
f
f
f
f
3
1.5
103
0.8
128
0
SVI
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
104
1.06
98
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.62
2.5
111
1.25
88
0
other
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.8
133
0.89
149
0
SVHC
Negative
42
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.83
2.9
123
0.95
130
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2
81
0.76
106
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.81
2.5
81
0.73
112
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1
111
0.85
131
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.9
104
0.95
110
0
SVHC
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
65
0.77
85
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
30
other
Negative
64
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
100
0.91
110
0
other
Negative
29
F
f
t
f
f
f
f
f
t
f
f
f
f
f
20
0
79
1.16
68
0
other
Hypothyroid
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.63
0
93
1.01
93
0
other
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.3
115
0.85
136
0
SVHC
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
135
0.69
196
0
SVI
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.2
1.4
127
1.11
114
0
SVI
Hypothyroid
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
116
1.01
115
0
SVI
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.5
138
0.89
154
0
SVHC
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.8
5.5
166
1.21
138
0
SVI
Negative
32
F
f
f
f
f
f
f
f
f
f
f
t
f
f
1.6
1.7
102
0.89
115
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
123
0.93
133
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
1.7
123
0.95
130
0
SVHC
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
75
0.78
96
0
SVHC
Negative
42
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.045
3.1
119
0.8
149
0
other
Hyperthyroid
41
F
f
f
f
f
t
f
f
f
f
f
t
f
f
3.1
1.2
144
1.03
139
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.8
135
0.94
145
0
other
Negative
43
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0.55
2.9
128
0.87
148
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
147
0.97
152
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
73
0.77
95
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.85
0
103
0.87
118
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
139
0
0
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.81
0
107
1
108
0
other
Negative
72
F
t
f
f
f
f
f
f
f
f
f
f
f
f
85
0.6
22
1.11
20
0
other
Hypothyroid
33
F
t
f
f
f
f
f
f
f
f
f
t
t
f
1.2
2.2
117
0.94
126
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
6.2
0
0
0
0
other
Negative
58
F
f
f
t
f
f
f
f
f
f
f
f
f
f
1.8
2.2
78
0.97
79
0
other
Negative
43
F
t
f
f
f
f
f
f
t
f
f
f
f
f
2.8
0
117
0.77
151
0
other
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
101
1.08
94
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
118
0.88
133
0
STMW
Negative
35
M
t
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
115
0.96
121
0
other
Negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
t
5.2
1.8
107
1.02
104
0
SVHC
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.52
2.6
119
1.04
114
0
other
Negative
81
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.3
2.4
155
1.13
137
0
other
Negative
39
F
f
f
f
t
f
f
f
f
f
f
f
f
f
7.1
0
106
0.94
114
0
other
Hypothyroid
58
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.045
2.7
108
0.72
149
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.8
98
0
0
0
SVI
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
35
other
Hyperthyroid
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.5
60
0.91
65
0
SVI
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
94
0.77
123
0
other
Negative
86
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.2
1.2
128
0.94
137
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
86
1.09
79
0
other
Negative
47
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.38
3.4
144
1.26
114
0
other
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
80
0.86
93
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.11
0
147
1.16
127
0
other
Negative
70
M
t
t
f
f
f
f
f
t
f
f
f
f
f
9.5
0.5
99
0.59
169
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.32
1.7
152
1.13
135
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.8
148
1.49
99
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.68
2
142
1.05
135
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
23
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2.9
136
1.2
114
0
other
Negative
50
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.8
1.5
84
1.02
82
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.045
0
159
1.04
153
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
29
2.4
58
0.98
59
0
other
Hypothyroid
80
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.75
2.1
129
1.06
122
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.3
102
0.93
110
0
other
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.6
123
1.02
120
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2
2.6
108
0.96
113
0
SVHC
Negative
53
F
f
f
f
f
f
f
f
f
t
f
f
f
f
5.1
2.4
105
1.31
80
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5
0
93
0.99
93
0
other
Negative
72
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.1
2.2
116
1.03
112
0
SVI
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.63
2
108
0.9
119
0
SVI
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
2.6
144
1.43
101
0
SVI
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
126
1.15
110
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.4
115
1.21
95
0
SVI
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.55
1.6
95
0.85
112
0
SVHC
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
108
0.86
125
0
SVI
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2
1.6
104
1.07
97
0
SVI
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
120
1.17
102
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.76
1.1
104
1.13
92
0
other
Negative
21
F
f
f
f
f
f
f
f
t
f
f
f
f
f
11
1.4
82
0.99
83
0
other
Hypothyroid
55
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.66
0
131
1.06
124
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.3
0
98
0.75
130
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.25
4.4
192
0.91
211
0
other
Hyperthyroid
48
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
24
other
Negative
66
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.81
0
126
0.96
131
0
other
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
2.8
112
1.12
99
0
SVHC
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.4
89
1.13
79
0
SVI
Negative