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
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.59
0
80
0.82
98
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
0
82
0.99
83
0
SVHC
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
105
1.04
101
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.34
1.4
123
0.96
128
0
SVI
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.1
0
101
1.07
94
0
other
Negative
25
F
f
f
f
f
f
t
f
f
f
f
f
f
f
14
0
81
0.9
90
0
other
Negative
71
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.01
0
146
0.93
156
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
104
1.12
92
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
96
0.87
110
0
SVI
Negative
58
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.8
0
63
0.86
73
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
82
1.07
77
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
t
f
f
f
3.9
0
83
0.85
97
0
SVHC
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.045
1.8
102
1
102
0
other
Negative
35
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.045
2.1
71
1.1
64
0
other
Negative
60
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
23
other
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
81
0.86
94
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.5
81
0.86
94
0
SVI
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
91
0.91
100
0
other
Negative
45
M
f
f
f
t
f
f
f
f
f
f
f
f
f
2.1
0
93
1.16
80
0
other
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
2.4
111
1.15
97
0
SVHC
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
0
114
1.06
108
0
other
Negative
57
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.1
0
76
1
75
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
84
0.95
88
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.3
104
1.03
101
0
SVHC
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.8
0
87
0.93
93
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
1.2
95
0.93
102
0
SVHC
Negative
45
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.065
4.6
210
1.11
190
0
other
Hyperthyroid
54
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.4
0
98
1.01
97
0
other
Negative
46
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.05
2.2
97
0.77
125
0
other
Negative
33
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.1
104
0.85
122
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
155
1.05
148
0
SVI
Negative
38
F
t
f
f
f
f
t
f
f
f
f
f
f
f
0.065
1.8
139
0
0
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.6
86
1.04
83
0
SVI
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
13
0
87
0.85
103
0
SVI
Hypothyroid
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
2.1
82
0.92
89
0
other
Negative
58
M
t
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
164
1.1
149
0
SVI
Negative
82
M
f
f
f
f
f
f
f
f
f
f
f
f
t
6.6
1.6
92
1
91
0
SVHC
Hypothyroid
33
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.16
5.2
183
0.83
220
0
other
Negative
37
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0
0
0
0
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.1
0
0
0
0
other
Negative
72
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
114
1.11
102
0
other
Negative
77
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.5
0
114
1
115
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.7
96
0
0
0
other
Negative
53
M
f
f
t
f
f
f
f
f
f
f
f
f
f
0.05
2.2
89
0.83
107
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
123
0.91
136
0
SVI
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
77
0.67
115
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
98
0
0
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
2.2
145
1.23
118
0
SVHC
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
0
96
0.82
118
0
other
Negative
68
M
f
f
f
f
f
f
f
f
f
t
f
f
f
1.9
0
93
0.86
108
0
SVHC
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
104
0.94
112
0
STMW
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.2
0
95
1.11
85
0
STMW
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.7
118
1.1
107
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.75
2.3
109
1.14
95
0
SVHD
Negative
43
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.7
0
104
0.91
115
0
other
Negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.5
71
0.8
88
0
other
Negative
16
F
f
f
f
f
f
f
f
f
f
f
f
f
f
9.7
0
98
1.3
76
0
other
Hypothyroid
16
F
f
f
f
f
f
f
f
t
f
f
f
f
f
6.2
0
108
1.14
94
0
other
Hypothyroid
45
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.005
0
132
0.9
147
0
SVI
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
108
1.15
94
0
other
Negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.74
1.5
72
0.5
145
0
SVHC
Negative
37
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.4
177
1.46
122
0
other
Negative
26
F
t
f
f
f
f
f
f
f
f
f
f
t
f
0.08
1.7
174
1.23
142
0
other
Negative
30
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.08
1.9
147
1.03
143
0
other
Negative
50
F
f
f
f
f
f
f
f
t
f
f
f
f
f
3.3
2.1
107
1.07
100
0
other
Negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.01
2
113
0.86
131
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5
0
101
0.88
115
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
0
125
1.07
117
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.5
125
1.14
109
0
SVHC
Negative
88
F
f
f
f
f
f
f
f
f
f
f
f
f
f
13
0
123
0.99
124
0
SVI
Hypothyroid
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.78
0
106
0.88
121
0
SVI
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
93
0.91
102
0
other
Negative
71
F
t
f
f
f
f
f
t
t
t
f
f
f
f
2.4
1.9
133
1.09
123
0
other
Negative
58
F
f
f
f
f
f
f
t
f
f
f
f
f
f
2.4
0
122
1.12
108
0
other
Negative
68
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
1.1
128
0.68
188
0
other
Negative
36
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.22
4
191
0.98
194
0
other
Negative
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
124
0.86
144
0
other
Negative
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.76
0
138
0.96
143
0
other
Negative
16
M
t
t
f
f
f
f
f
f
f
f
t
f
f
0
3
135
1.02
131
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
118
1.22
97
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.9
0
126
1.36
93
0
other
Hypothyroid
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
114
1.05
109
0
SVI
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
12
0
97
1.01
97
0
other
Hypothyroid
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.65
0
120
1.07
112
0
SVI
Negative
68
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.41
0
123
0.98
125
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
0
106
1.08
98
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.3
96
1.14
84
0
other
Negative
70
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1
1.8
112
1.06
106
0
SVI
Negative
34
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.08
2.1
99
0.87
113
0
other
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
1.8
96
1.06
90
0
SVHC
Negative
55
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0.29
0
81
0.7
116
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
t
f
f
t
f
0.09
3.9
216
1.15
188
0
other
Negative
70
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.08
2.1
136
1.07
127
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.2
0
116
1.13
103
0
other
Hypothyroid
34
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
1.8
86
0.86
101
0
SVHC
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.3
0
0
0
0
other
Negative
62
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.1
0
108
0.95
113
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.1
114
0.94
121
0
SVI
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
11
0.8
60
1.04
58
0
SVI
Hypothyroid
68
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.1
0
112
0.93
120
0
other
Negative