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
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
2.3
125
0.95
132
0
SVHC
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.46
2.4
158
1.17
135
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
t
f
f
2.7
2.3
94
0.94
100
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
1.3
63
1.04
61
0
other
Negative
29
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.6
157
1.31
120
0
other
Negative
31
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.91
0
128
0.87
147
0
other
Negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.035
2.4
46
1.1
42
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.6
125
0.95
132
0
SVI
Negative
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.2
0
145
1
145
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.4
3
132
1.35
98
0
other
Negative
34
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
2.5
186
1.33
140
0
other
Negative
15
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.3
84
0.98
86
0
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.8
121
1.25
97
0
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.5
1.9
138
0.98
141
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.6
86
0.72
119
0
SVHC
Negative
76
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.075
2.1
94
1
94
0
other
Negative
81
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.1
1.3
112
0.8
140
0
other
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.2
100
0.7
143
0
SVI
Negative
17
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
2.2
111
1.01
110
0
SVI
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.3
106
0.88
120
0
SVI
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.47
0
111
0.84
132
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2
83
0.63
132
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.33
2.2
134
0.95
141
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.025
4.4
235
0.92
255
0
SVI
Hyperthyroid
57
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.94
2.6
115
1.11
104
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2
95
0.9
106
0
SVI
Negative
57
M
t
f
f
f
f
f
f
t
f
f
f
f
f
6
2.3
115
0
0
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.63
2.5
111
0.97
114
0
STMW
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
114
0.88
130
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
1.7
113
0.93
122
0
SVI
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
108
0.93
116
0
SVI
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.9
0.8
81
0.85
95
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.46
0.7
78
0.59
132
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0.7
108
0.69
156
0
other
Negative
24
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.08
0.4
58
0.76
76
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.5
105
0.76
138
0
other
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.055
0.3
65
0.42
155
0
other
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
0.6
58
0.73
79
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
14
1.9
94
0.86
109
0
other
Hypothyroid
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
2.2
107
0.86
124
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
11
2.3
91
0.96
95
0
other
Hypothyroid
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.87
1.3
94
1.02
92
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.59
0.9
110
0.88
125
26
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.2
2.5
94
0.98
96
0
SVI
Negative
54
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.03
2.7
112
1
112
0
other
Negative
75
M
t
f
f
f
f
f
f
f
t
f
f
f
f
0.37
1.7
101
0.77
131
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
t
f
0.18
2.6
83
0.8
104
0
other
Negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
128
1.11
115
0
SVI
Negative
82
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
105
1.1
95
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.2
106
0.75
141
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
0
95
0.87
109
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.6
145
0.97
149
0
SVI
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.5
133
0.96
139
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.56
1.3
111
0.86
128
0
SVI
Negative
13
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
22
other
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.9
107
0.87
123
0
SVHC
Negative
53
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1
0
101
1.02
99
0
other
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.88
2.1
88
0.85
104
0
SVHC
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.41
0
96
0.87
110
0
other
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
25
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
96
other
Hyperthyroid
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.3
1.7
95
0
0
0
other
Hypothyroid
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.37
2.5
180
1.23
146
0
SVI
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
2.4
119
1.7
70
0
SVHC
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.99
2.5
101
0.98
103
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5
2.3
82
1.02
80
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.71
2.5
141
1.39
101
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
2.2
78
0.94
83
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.81
1.8
78
1.01
77
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.6
106
0.97
109
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
0
0
0
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
t
f
f
f
2.6
2.1
95
0.97
97
0
SVHC
Negative
70
F
f
f
f
f
f
f
f
f
f
t
f
f
f
5.3
2.7
103
1.29
80
0
SVHC
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.82
1.9
159
1.16
137
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.13
0
107
1.08
99
0
SVI
Negative
11
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.8
92
0.97
95
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
89
0.97
92
0
SVI
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.99
1.9
91
0.95
96
0
SVI
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.2
102
0.9
113
0
SVI
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.07
2.7
123
1.29
95
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.5
111
1.3
85
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
72
1.04
69
0
other
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.6
58
1.13
51
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.9
0
0
0
0
other
Negative
40
M
f
f
f
f
f
t
f
t
f
f
f
f
f
0
0
85
1.12
76
0
other
Negative
57
M
t
t
f
f
f
f
f
f
f
f
f
f
f
0.13
2.4
116
0.89
130
0
other
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.96
2.7
112
1.03
109
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.7
2.2
108
1.15
94
0
SVI
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.97
1.9
96
0.93
103
0
SVHC
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.4
97
0.82
118
0
SVI
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.6
80
0.99
81
0
SVHC
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.2
95
0.84
113
0
STMW
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.3
100
0.82
122
0
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
84
1.04
81
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.88
2.2
148
1.22
121
0
other
Negative
14
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
3
114
1
114
0
SVI
Negative
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.5
139
0.97
143
0
SVI
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
48
other
Hyperthyroid
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.9
83
1.01
82
0
other
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.8
99
0.8
124
0
other
Negative