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
f
1.4
0
101
0.9
112
0
other
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.3
80
0.74
108
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
SVI
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.1
104
0.78
133
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
0
106
0.95
112
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.1
100
0.64
156
0
SVI
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
102
0.96
106
0
other
Negative
37
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.09
1.9
108
0.77
140
0
other
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
1.8
111
0.81
137
0
SVHC
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
1.7
101
0.86
117
0
SVHC
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
1.7
106
0.72
147
0
SVHC
Negative
56
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.2
0
116
1.03
113
0
other
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.8
86
0.89
97
0
SVHC
Negative
46
F
t
f
f
f
f
t
f
t
t
f
f
f
f
3.4
1.8
123
0.9
137
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
393
0
15
1.17
13
0
other
Hypothyroid
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
15
2
80
0.83
96
0
other
Hypothyroid
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.5
128
0
0
29
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6
1.1
121
0.74
164
0
SVI
Negative
62
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.2
1.3
109
0.92
118
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
2
101
0.88
115
0
SVHC
Negative
29
F
f
f
f
f
f
f
f
f
f
t
f
f
f
4.3
3.7
124
1.46
85
0
SVHC
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
2
106
0.9
118
0
other
Negative
46
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1.5
2.3
96
0.87
110
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
58
0
36
1.01
36
0
other
Hypothyroid
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.1
70
0.76
92
0
other
Negative
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.8
129
0.98
132
0
other
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4.8
1.2
128
0.92
139
0
other
Negative
53
M
f
f
f
f
f
f
t
f
f
f
f
f
f
1.1
1.9
76
0.67
113
0
other
Negative
57
M
f
t
f
f
f
f
f
f
f
f
f
f
f
1
0
79
0.81
98
0
other
Negative
25
F
f
f
f
f
f
f
f
f
t
f
f
t
f
1.9
2.1
95
0.94
101
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.2
107
0.95
112
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.8
1.9
90
0.98
92
0
other
Hypothyroid
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.9
1.8
93
0
0
0
other
Hypothyroid
41
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.2
1.7
76
0.78
97
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
9.299999
0
107
1.13
95
0
other
Hypothyroid
53
F
f
f
f
f
f
f
f
f
t
f
f
f
f
3.8
1.9
107
1.01
106
0
other
Negative
22
M
t
f
f
f
f
f
f
f
f
f
f
f
t
0.66
2.2
120
1.22
98
0
SVHC
Negative
68
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
86
0.93
92
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
6.8
109
0.96
113
27
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.075
2.4
146
1.08
135
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2
90
0.9
100
0
other
Negative
45
F
f
f
f
f
f
f
f
f
t
f
f
f
f
3
2.1
107
1.17
92
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.96
2
102
0.97
105
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
11
0
73
0.78
94
0
other
Hypothyroid
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
98
1
98
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
0
102
0.96
106
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.5
121
1.02
119
0
SVHC
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.1
113
0.9
126
0
other
Negative
97
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0.5
101
0.64
158
0
SVI
Negative
97
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.8
93
0.89
104
29
SVI
Negative
72
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
79
0.96
82
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.7
0
0
0
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.4
112
1.02
110
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.64
2.4
86
0.92
94
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.2
133
0.95
140
0
SVI
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
3.1
61
0.93
66
0
SVHC
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
t
3.6
3.4
99
1.07
93
0
SVHC
Negative
49
M
f
f
f
f
f
f
t
f
f
f
f
f
f
20
0
5
1
5
0
other
Hypothyroid
49
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.8
98
1.13
87
0
other
Negative
55
F
f
f
f
f
f
f
f
t
f
f
f
t
f
2.6
2.4
74
0.97
76
0
other
Negative
60
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0
2.7
71
0.85
84
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.08
2.8
161
1.12
144
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
82
0.91
90
0
other
Negative
43
F
f
t
f
f
f
f
f
f
f
f
f
f
f
7.2
2.3
81
0.99
82
0
other
Hypothyroid
26
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
2.3
96
0.78
123
0
SVHC
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
2.9
133
1
133
0
SVI
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
0.9
57
0.61
93
0
other
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.3
119
1.04
114
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0.9
50
0.62
81
0
other
Negative
76
F
f
f
f
f
f
f
f
f
t
f
f
f
f
3.1
1.4
96
1.02
94
0
SVI
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0.9
58
1.28
45
0
other
Hypothyroid
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1.6
80
0.64
125
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2.4
93
1.1
85
0
SVI
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.27
1.6
75
0.77
97
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.9
1.2
55
0.74
74
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.1
110
0.87
126
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2
103
0.72
143
0
other
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.3
103
0.95
108
0
SVI
Negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.83
3
154
1.14
135
0
other
Negative
41
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.89
2.3
98
0.98
100
0
SVI
Negative
42
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.13
2.1
84
0.75
112
0
other
Negative
47
M
f
f
t
f
f
f
f
f
f
f
f
f
f
2.3
2.3
75
0.89
84
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
11
2.1
95
1.07
89
0
other
Hypothyroid
51
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.08
0
146
0.82
178
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
0
78
0.98
80
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
2.6
95
1.06
90
0
STMW
Negative
57
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
14
other
Negative
38
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1
0
117
0.92
127
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.5
75
0
0
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.3
84
0.63
133
0
other
Negative
81
F
f
f
f
f
f
f
f
t
f
f
f
f
f
5.4
2.1
102
1.1
93
0
SVI
Negative
90
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.8
98
0.94
104
0
other
Negative
86
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.2
75
0.82
92
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
t
f
f
f
0.59
2.3
99
0.96
103
0
SVHC
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.8
101
1.03
98
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.39
2.1
111
0.91
122
0
SVI
Negative
47
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.4
150
1.1
136
0
other
Negative
47
M
f
f
f
f
f
f
f
f
f
t
f
f
f
1.2
2.1
105
0.89
118
0
SVHC
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.7
128
0
0
0
SVHC
Negative
34
M
f
f
f
f
f
f
f
f
f
t
f
f
f
10
2.2
86
0.91
95
0
SVHC
Hypothyroid