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
54
F
f
f
t
f
f
f
f
f
f
f
f
f
f
1.8
2.3
77
0.9
86
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.04
1.1
82
0.94
87
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1
1.6
130
1
130
0
other
Negative
40
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4.2
1.7
93
0.91
102
0
other
Negative
76
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.4
2.1
80
1.13
71
0
other
Negative
53
M
f
f
f
f
f
f
t
f
t
f
f
f
f
0.72
1.6
65
0.65
100
0
SVI
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
5.9
183
0.82
223
0
other
Hyperthyroid
43
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.02
2.9
130
0.8
163
0
other
Hyperthyroid
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
64
0.66
97
0
SVI
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
0
82
0.67
122
0
SVHC
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
0
122
0.84
145
0
SVHC
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.53
0
118
0.9
131
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
86
0
0
0
SVHC
Negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0
0
59
0.77
77
0
SVHC
Negative
52
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
121
0.88
138
0
other
Negative
20
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.54
0
75
0.71
106
0
other
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
9.4
0
34
0.63
54
0
other
Hypothyroid
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.7
90
0.79
114
0
SVI
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
64
0.89
72
0
other
Negative
30
M
f
t
f
f
f
f
f
f
f
f
f
f
f
1.5
1.7
106
0.92
115
0
SVI
Negative
13
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
82
0.95
86
0
other
Negative
35
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.02
0
120
0.8
150
0
other
Negative
44
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.02
0
154
1.04
148
0
other
Negative
47
M
t
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.5
91
0.92
99
0
other
Negative
30
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.6
2.2
140
1.33
105
0
other
Negative
17
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.98
1.6
138
0.84
164
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4
0
102
0.8
128
0
other
Negative
57
F
f
f
t
f
f
f
f
f
f
f
f
f
f
16.799999
1.7
34
0.97
35
0
other
Hyperthyroid
65
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.15
2.4
137
0.99
138
0
SVI
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
134
1.01
133
0
other
Negative
66
M
t
f
f
f
f
f
f
f
f
f
f
f
f
5.9
1.5
108
0.89
121
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
0
91
1.04
88
0
SVHC
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.35
0
132
1.04
127
0
SVHC
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
77
0.89
87
0
SVHC
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
115
0.97
119
0
SVHC
Negative
48
F
f
f
f
f
f
f
t
f
f
f
f
f
f
2.9
0
109
0.99
110
0
other
Negative
60
M
t
f
f
f
f
f
t
f
f
f
f
f
f
5.5
0
105
0.81
130
0
other
Negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.12
0
138
0.8
173
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.2
71
0.78
91
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
74
0.5
5
0.93
5.5
0
other
Hypothyroid
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.72
0
128
1.03
124
0
STMW
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
97
0.83
117
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
97
0.66
147
0
other
Negative
66
M
t
f
f
f
f
f
f
t
f
f
f
f
f
5
2
106
1.05
101
0
SVI
Negative
35
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.47
1.4
42
0.73
58
0
other
Hyperthyroid
33
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0
0
0
0
0
22
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
114
0.9
127
0
other
Negative
32
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
113
1.04
109
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2
68
0.93
73
0
other
Negative
27
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.97
2.7
96
0.8
120
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.035
1.9
84
0.67
125
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.2
98
0.77
127
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.5
180
1.25
144
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
75
0.95
79
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
100
1.1
91
0
other
Negative
85
F
f
f
f
f
f
f
f
f
t
f
f
f
f
32
0
55
0.89
62
0
other
Hypothyroid
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
64
0.8
80
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
0
98
0.88
111
0
SVHC
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.85
0
94
0.53
177
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
117
1.09
107
0
other
Negative
60
F
t
f
f
f
f
f
f
t
f
f
f
f
f
3
1.6
104
0.98
106
0
other
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
2
154
1
154
0
SVI
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.7
1.8
72
0.69
104
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
130
1.03
126
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
120
0.96
125
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
59
0.8
74
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
53
1.6
113
1.29
88
0
other
Hypothyroid
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.4
132
1.21
109
38
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
67
0.99
68
0
SVI
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
139
1.07
130
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
129
1
129
0
SVHC
Negative
58
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.4
0
77
0.81
95
0
SVI
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.89
0
118
0.91
130
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.2
0
65
1.07
61
0
SVI
Negative
59
M
f
f
f
t
f
f
f
f
f
t
f
f
t
4.2
2.5
90
1.02
88
0
SVHC
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
2.1
87
0.89
98
0
other
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
119
0.88
135
0
other
Negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
57
0.78
73
0
SVI
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
145
1.13
128
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
0
80
0.75
107
0
SVHC
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
99
0.86
115
0
SVHD
Negative
58
F
f
f
f
f
f
f
f
f
f
t
f
f
f
0.95
0
88
0.85
104
0
SVHC
Negative
55
F
f
f
f
f
f
f
f
f
f
t
f
f
t
3.1
0
64
0.9
71
0
SVHC
Negative
49
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.035
2.4
180
1.25
144
0
other
Negative
72
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.5
1.6
108
0.83
130
0
other
Negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
30
1.1
45
0.91
49
0
other
Hypothyroid
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
105
0.96
109
0
SVI
Negative
41
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.7
115
0.87
132
0
other
Negative
59
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
43
0.81
53
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
t
f
f
f
3
1.2
69
0.99
70
0
SVHC
Negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.09
2.1
116
0.98
118
0
other
Negative
57
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
2.1
93
0.84
111
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0
89
0.9
99
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
t
6
0
135
0.96
141
0
SVHC
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
83
0.65
128
0
other
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
80
0.77
104
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
0
110
1.04
106
0
SVHC
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0
71
0.76
93
0
other
Negative
26
F
t
f
f
f
f
f
f
f
f
f
t
f
f
0
3
189
1.21
156
0
other
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.2
91
0.76
120
0
other
Negative