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
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
42
0.2
4.8
0.9
5.4
0
other
Hypothyroid
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.6
82
0.8
104
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.4
142
1.12
127
0
other
Negative
56
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.05
1.9
137
1.09
126
0
SVI
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
2.3
95
0.89
106
0
SVHC
Negative
85
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.2
93
0.79
117
0
SVI
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.6
119
1.22
97
0
other
Negative
16
M
f
f
f
f
f
f
f
f
f
f
t
f
f
0.5
3.2
137
1.16
119
0
SVI
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.5
77
0.79
97
0
SVI
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.1
108
0.66
165
0
SVI
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.3
112
1
112
0
SVI
Negative
54
F
f
t
f
t
f
f
f
f
f
f
f
f
f
0.05
1.2
112
0.77
145
0
SVI
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
27
other
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
0
0
0
0
0
other
Negative
28
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.3
2.9
171
1.2
143
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.099999
1.8
59
0.96
61
0
other
Hypothyroid
57
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.9
1.5
91
0.78
116
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
2.4
61
0.82
75
0
SVHD
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.7
108
1.05
103
0
SVHC
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.8
123
1.23
100
0
SVHC
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.2
88
0.96
92
0
SVI
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.5
88
0.95
93
0
other
Negative
64
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
145
0.93
155
0
other
Negative
66
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.6
120
0.91
132
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
t
f
f
0
0
88
0.86
102
0
other
Negative
69
M
t
f
f
f
f
f
t
f
t
f
f
f
f
0.3
2.6
89
1.1
81
0
other
Negative
68
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.7
144
0.96
150
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
27
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.5
91
0.79
115
0
SVHD
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.5
85
0.94
90
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.2
138
1.24
111
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
196
0.94
209
0
other
Hyperthyroid
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2.4
133
1
132
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.8
93
0.79
117
0
SVHC
Negative
49
F
f
t
f
f
f
f
f
f
f
f
f
f
f
2.2
1.2
89
1.09
82
0
SVI
Negative
59
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.6
1.5
133
1.19
112
0
SVI
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
20
1
51
0.84
61
0
SVI
Hypothyroid
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.6
91
1.06
86
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.9
99
1.12
88
0
other
Negative
40
F
t
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
27
other
Negative
32
F
t
f
f
t
f
f
f
f
f
f
f
f
f
0.15
2.4
135
1.15
118
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.7
100
1.04
96
0
other
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.3
81
0.92
88
0
SVI
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2
143
1.28
112
0
other
Negative
57
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
23
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
26
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
3.2
149
1.17
127
0
SVHC
Negative
68
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.5
74
0.72
103
0
SVI
Negative
89
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
23
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
18
other
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.6
92
0.9
102
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.7
107
0.94
113
0
other
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2
113
0.97
116
0
SVI
Negative
51
M
f
f
f
f
f
t
f
f
f
f
f
f
f
1.9
2.2
74
0.91
81
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.3
101
0.99
102
0
SVHC
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.2
85
1.13
75
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
0
117
1.11
105
0
other
Negative
58
F
t
f
f
f
f
f
f
t
f
f
f
f
f
3.2
2.1
75
1.04
72
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.9
72
0.84
86
0
other
Negative
20
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.9
2.4
123
0.99
125
0
other
Negative
62
M
f
f
f
t
f
f
f
f
f
f
f
f
f
12
1.5
105
0.86
122
0
other
Hypothyroid
74
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.6
1.6
95
1.07
89
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.1
96
1.01
95
0
SVI
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
1.9
117
1.08
108
0
SVHC
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.2
107
0.94
113
0
SVHC
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.2
82
0.94
87
0
SVHC
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.6
120
1.24
96
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.4
107
1.06
101
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.7
81
0.87
94
0
other
Negative
57
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
1.8
71
0.72
99
0
other
Negative
68
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.1
1.8
89
0.83
105
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.4
1.7
104
1.01
103
0
SVI
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
79
0.79
100
0
other
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.5
98
0.92
107
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
22
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
28
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
38
other
Hyperthyroid
19
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
2.2
96
0.94
102
0
SVHC
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
1.9
89
0.88
102
0
SVHC
Negative
39
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
1.5
2.4
103
1.14
90
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.1
69
0.81
86
0
other
Negative
60
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1
2.1
97
1.1
90
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0.7
71
0.74
96
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.6
110
0.98
112
0
SVI
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.5
134
1.13
119
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
2.8
103
1.1
94
0
other
Negative
77
F
f
f
f
f
f
f
f
t
f
f
f
f
f
12
0
77
1.06
73
0
other
Hypothyroid
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.2
100
0.97
104
0
SVI
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.9
113
1.13
100
0
other
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.9
99
0.79
125
0
SVHC
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.1
91
0.98
92
0
SVHC
Negative
56
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.4
2.3
111
0.97
115
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.4
111
1.12
99
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.3
119
0.9
133
0
SVI
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.6
90
0.97
93
0
other
Negative