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
38
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
1.5
76
0.88
86
0
SVHC
Negative
33
F
f
f
f
f
f
f
f
t
f
f
f
f
f
10.299999
2
68
1.15
59
0
SVHC
Hypothyroid
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
2.6
118
1.19
99
0
other
Negative
33
F
f
f
f
f
t
f
f
f
t
f
f
f
f
3
2.5
121
1.38
88
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
2.4
136
0.92
148
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
11.099999
1.3
88
1.06
83
0
other
Hypothyroid
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
170
1.1
155
0
other
Negative
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.93
1.8
115
0.94
123
0
other
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.7
2.1
83
0.82
101
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.8
2
159
1.51
105
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.9
1.6
85
0.87
98
0
SVI
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
1.5
133
1.08
124
0
SVI
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.5
106
0.81
130
0
SVI
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.7
101
0.85
119
0
SVI
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.2
2
88
1.04
85
0
SVI
Negative
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.92
2.3
93
0.86
108
0
SVHC
Negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.6
105
0.83
127
0
SVI
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.2
122
0.94
131
0
SVI
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.4
79
0.79
101
0
SVI
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.1
102
1.12
91
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.3
98
1.07
92
0
other
Negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.4
86
0.98
88
0
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.51
1.3
121
0.78
155
0
SVI
Negative
26
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.04
1.6
97
1
95
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
t
f
f
1.9
2.1
118
1.2
98
0
other
Negative
33
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.01
0
132
0.87
152
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.3
89
0.9
98
0
SVHC
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
16
other
Negative
68
F
f
f
f
f
f
f
f
t
f
f
f
f
f
12
1.4
111
1.2
93
0
SVI
Hypothyroid
68
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.97
1.3
85
0.87
98
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.5
126
0.96
131
0
other
Negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.3
101
0.86
117
0
SVI
Negative
83
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.7
1.5
97
0.98
99
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.95
2.6
152
1.4
110
0
other
Negative
41
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.76
0
107
0.91
118
0
other
Negative
91
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.3
126
0.96
132
0
SVI
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
10
2.5
110
1.17
94
0
other
Hypothyroid
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.7
93
0.96
98
0
other
Negative
38
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.37
2.2
86
0.75
115
0
other
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.5
94
1.04
90
0
other
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.6
63
1
63
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.93
1.3
90
1.04
86
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.4
115
1.14
100
0
SVI
Negative
64
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1
1.7
96
0.9
107
0
SVI
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
6.2
1.2
83
0.82
101
0
SVI
Hypothyroid
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.6
93
0.81
114
0
other
Negative
61
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.1
2.2
83
0.83
101
0
SVHD
Negative
53
M
f
f
f
f
f
f
f
f
t
f
f
f
f
3.8
2.5
105
1.04
101
0
SVI
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.7
105
0
0
0
SVI
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.4
105
1.18
88
0
SVI
Negative
77
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.9
0
0
0
0
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.4
96
0.98
98
0
other
Negative
25
F
f
f
f
f
f
f
f
t
f
f
f
f
f
36
4.5
162
1.15
142
0
STMW
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.3
92
0.8
114
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
3
125
1.13
111
0
SVHC
Negative
15
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
3.4
115
0.96
120
0
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.5
135
0
0
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.7
1.9
89
1.04
85
0
SVI
Hypothyroid
58
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.005
3.9
181
0.96
188
0
SVI
Hyperthyroid
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.6
69
0.82
83
0
SVI
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
86
0.5
27
0.84
32
0
SVI
Hypothyroid
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.5
80
1.12
71
0
SVI
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.3
104
1.06
99
0
SVI
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.5
94
1.15
82
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
1.7
131
1.49
88
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.06
2.5
121
1.25
97
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.7
119
0
0
0
SVI
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2
105
1.28
83
0
SVHC
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.5
133
1.08
123
0
SVHC
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2
116
1.26
92
0
other
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
2.7
121
1.17
104
0
SVHC
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.6
120
1.2
100
0
STMW
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.6
112
1.13
100
0
other
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.2
91
1.11
82
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
1.6
68
1.02
66
0
SVHC
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.7
92
1.01
91
0
STMW
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.1
112
1.25
90
0
SVI
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.1
111
1.02
109
0
other
Negative
55
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.7
1.9
132
1.15
114
0
SVI
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
2.1
128
0.94
136
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.8
102
0.97
106
0
SVHC
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2
115
1.1
104
0
SVHC
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
1.6
91
0.99
91
0
other
Negative
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4
2
110
0.99
111
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.5
139
1.12
124
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
134
1.2
112
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.4
111
1.52
73
0
STMW
Negative
64
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.3
2.6
118
1.11
106
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.85
2
103
0.93
111
0
other
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1.4
103
1.1
94
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.6
0
87
1
88
0
other
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.6
117
1.24
94
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.37
1.2
91
0.95
96
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.1
112
0
0
0
other
Negative
67
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.81
0
84
0.83
101
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.025
2.2
108
0.85
126
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.7
91
0.92
98
0
SVHC
Negative
59
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.3
98
1.08
91
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.89
1.3
118
0.87
136
0
SVI
Negative
64
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.68
1.4
92
0.81
114
0
SVI
Negative