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
27
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.8
166
1.43
116
0
other
Negative
33
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0
0
104
1.01
103
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.7
112
1.2
93
0
other
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.1
82
0.96
85
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
t
17.4
1.9
90
1.21
74
0
SVHC
Hypothyroid
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2
101
0.8
126
0
SVI
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
2.2
93
0.92
101
0
SVI
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
0
169
1.17
144
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2
90
0
0
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
19
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.8
77
0.75
103
0
other
Negative
50
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.8
2.6
141
1.44
98
0
other
Negative
25
F
f
f
f
f
f
f
f
f
t
f
f
f
f
6.7
0
114
1.19
96
0
other
Hypothyroid
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
132
0.97
136
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
101
0.96
105
20
other
Negative
58
F
f
t
f
f
f
t
f
f
f
f
f
f
f
0.1
2
129
0.95
136
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
82
0.95
86
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
7.6
302
0
0
0
STMW
Hyperthyroid
43
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.1
0
61
0.74
82
0
other
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.8
75
0.98
77
0
SVI
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.3
65
0.72
90
0
SVI
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.2
115
1.04
111
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.5
86
0
0
0
SVI
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.4
77
0.98
79
0
SVI
Negative
58
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.1
0
101
0.98
103
0
other
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.2
71
0.9
79
0
SVI
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.8
121
0.99
122
0
SVI
Negative
23
M
f
f
f
f
f
f
f
f
f
f
t
f
f
0.4
2.3
98
1.04
94
0
SVI
Negative
39
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.3
0
116
1.07
108
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.6
98
0
0
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.4
109
0.9
121
0
other
Negative
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
134
1.24
108
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
14
0.2
4
0.98
4
0
other
Hypothyroid
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.4
81
0.94
86
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2
104
0.98
106
0
SVI
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.6
132
1.07
123
0
SVI
Negative
25
F
t
f
f
f
t
f
f
f
f
f
f
f
f
0.8
2.8
143
1.66
86
0
STMW
Negative
20
F
t
f
f
f
f
f
f
f
f
f
f
t
f
0.1
2.6
150
1.11
135
0
STMW
Negative
34
F
t
f
f
f
f
f
f
f
f
f
f
t
f
0.1
3.2
149
0.97
154
0
STMW
Hyperthyroid
72
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.7
98
0.96
102
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2
84
0.76
111
0
other
Negative
73
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.1
0
110
1.11
99
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.3
118
1.06
111
0
other
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.9
103
0.74
139
0
SVHC
Negative
38
F
f
f
t
f
f
f
f
f
f
f
f
f
f
22
2.3
40
1.17
34
0
other
Hyperthyroid
57
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
2
102
0.99
103
0
SVHC
Negative
55
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.9
1.2
79
0.87
91
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.5
118
1.07
110
0
SVI
Negative
25
F
f
f
f
f
f
f
f
f
f
f
t
f
f
1.1
2.1
86
0.96
90
0
SVI
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.9
99
1.02
97
0
SVI
Negative
66
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.7
1.5
69
0.67
103
0
other
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.3
139
0
0
0
other
Negative
58
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.15
3
148
0.91
163
0
other
Hyperthyroid
34
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
103
0.96
107
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0
0
89
0.82
109
0
other
Negative
56
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.1
0
89
0.87
102
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.9
88
0.84
105
0
STMW
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
126
1.09
116
0
SVI
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
1.5
78
1.02
76
0
SVI
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.7
96
0.8
120
0
SVI
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.9
70
0
0
0
SVI
Negative
62
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.8
1
55
0.86
64
0
SVI
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
30
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.4
104
0.7
149
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
2.4
92
0.76
121
0
SVHC
Negative
48
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
119
0.82
145
0
other
Negative
59
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
3
120
1.14
105
0
other
Negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.4
132
1.15
115
0
other
Negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.2
142
1.05
135
0
other
Negative
62
M
t
t
f
f
f
f
f
f
f
f
f
f
f
0
0
108
0.84
129
0
other
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.2
113
0.83
136
0
other
Negative
51
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.5
2.1
75
0.89
84
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.8
68
0
0
0
other
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
0
101
0.88
115
0
other
Negative
49
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.5
124
1.09
114
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
101
1.11
93
0
other
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.4
119
0.91
131
0
other
Negative
79
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3
0
92
0.95
97
0
other
Negative
41
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
35
0.95
37
19
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.7
113
0.86
131
0
SVI
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.9
119
0.98
121
0
SVI
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.7
104
0.94
111
0
SVI
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.2
105
0.98
107
0
SVI
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.5
95
0.86
110
0
SVHC
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.8
108
1.13
96
0
SVI
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.1
142
1.03
138
0
SVI
Negative
58
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.1
2.3
155
1.08
144
0
other
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
113
1.02
105
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
72
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.6
123
0.92
134
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.2
82
0.7
117
0
other
Negative
41
M
f
f
f
f
f
f
t
f
f
f
f
f
f
0.1
0
100
0.75
133
0
other
Negative
53
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
33
other
Hyperthyroid
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.6
119
1.08
110
0
SVHD
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.5
110
0
0
0
other
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.4
97
1.04
93
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.7
52
0.7
74
0
SVI
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.5
79
0.9
88
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.9
70
0.94
96
0
SVI
Negative