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
39
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
63
0.89
71
0
other
Negative
24
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0
0
119
1.17
102
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.8
81
0.92
88
0
SVI
Negative
55
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
147
1.07
137
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.4
91
0
0
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.5
63
1.05
60
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.4
90
0.7
126
0
SVI
Negative
81
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.2
107
1.1
97
0
SVI
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
1.8
93
0.97
96
0
SVHC
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.6
89
0.93
96
0
SVHC
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
11
1.4
68
0.97
70
0
other
Hypothyroid
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.6
62
0.97
64
0
SVHC
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.8
106
1.01
105
0
SVHC
Negative
61
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.4
1
132
1.05
126
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.7
107
0
0
0
STMW
Negative
27
F
t
f
f
f
f
f
f
t
t
f
f
f
f
5.6
2
134
1.41
95
0
other
Negative
60
F
t
f
f
f
f
f
t
t
f
f
f
f
f
0.9
1.4
138
0.92
150
0
other
Negative
41
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.4
0
0
0
0
0
other
Negative
44
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0.3
1.5
94
1.07
88
0
other
Negative
32
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0.9
1.2
80
0.87
92
0
other
Negative
23
M
f
f
f
f
f
f
f
f
f
f
f
t
f
0.6
2.1
105
1.05
100
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.2
87
1.28
68
0
SVI
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2
120
0.95
126
0
SVI
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.8
101
1.13
89
0
SVI
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
1.2
84
0.93
90
0
SVHC
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.6
70
0.87
80
0
SVI
Negative
71
M
t
t
f
f
f
f
f
f
f
f
f
f
f
0.2
0.9
96
0.81
119
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1
127
1
127
0
other
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.8
113
0.99
114
0
other
Negative
59
F
f
f
f
f
f
t
f
t
f
f
f
f
f
0.2
1.2
119
1.1
108
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.6
90
1.04
87
0
other
Negative
63
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
76
0.78
97
0
other
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.2
101
0.88
115
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.2
87
0
0
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.5
112
1.14
98
0
other
Negative
62
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.2
1.4
107
0.88
122
0
other
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
400
0.2
4
1
4
0
other
Hypothyroid
65
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.2
0
118
0.86
137
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
0
90
0.99
91
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.1
151
1.02
148
0
other
Negative
17
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
119
1.23
97
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.2
128
1.29
99
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
t
f
f
1
1.2
85
0.93
91
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.9
142
1.02
139
0
SVI
Negative
22
M
f
f
t
f
f
f
f
f
t
f
f
f
f
1.5
1.3
85
1.02
82
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
0.3
90
0.9
100
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
11
1.12
10
0
other
Negative
52
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.1
1.5
136
1.08
126
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.3
117
1.12
104
0
SVI
Negative
97
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.3
84
0.97
87
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
80
0.4
42
0.8
53
0
SVI
Hypothyroid
62
F
t
f
f
f
f
f
f
t
f
f
f
f
f
260
0.05
4
1.27
3
0
SVI
Hypothyroid
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.3
89
0.83
107
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.3
136
1.11
123
0
other
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.6
101
0.9
112
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1
2
136
1.18
115
0
SVHC
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
0
112
0.79
142
0
SVI
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
135
0.64
211
0
other
Hyperthyroid
6
M
t
f
f
f
f
f
f
f
f
f
f
f
f
4.9
0
139
0.99
140
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
138
0.98
141
0
other
Negative
64
F
f
f
f
t
f
f
f
f
f
f
f
t
f
0.4
1.3
149
1.27
117
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.7
113
1.06
107
0
SVHC
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1.7
98
0.98
100
0
SVHC
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
0
141
1.2
118
0
SVHC
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.2
103
0.98
105
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
21
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.6
107
1.12
96
0
other
Negative
20
F
f
f
f
f
f
f
f
f
f
f
t
f
f
2
2.1
116
1.19
97
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.3
118
1.16
102
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
0.4
93
0.78
119
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.6
81
0.94
86
0
SVI
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2
148
0.99
149
0
SVI
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.3
86
0.97
89
0
SVI
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8
1.6
58
0.36
161
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.5
117
1
117
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.7
132
1.09
121
0
other
Negative
20
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.4
0
148
1.2
123
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.6
120
1.05
114
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.3
117
1.03
114
0
other
Negative
14
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
155
0.93
166
25
other
Hyperthyroid
26
F
f
f
f
f
f
f
f
f
t
f
f
f
f
6.6
1.7
96
0.99
97
0
other
Hypothyroid
68
M
t
f
f
f
f
f
t
f
f
f
f
f
f
1.6
2.1
120
1.1
109
0
other
Negative
53
M
f
f
f
f
f
f
f
f
t
f
f
f
f
8.5
1.7
93
0.91
102
0
other
Hypothyroid
12
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
93
1.18
79
0
other
Negative
62
F
f
f
f
f
f
f
t
f
f
f
f
f
f
5.1
1.7
81
0.96
84
0
other
Negative
74
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.2
92
1
92
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.2
118
1.13
104
0
other
Negative
55
M
f
f
f
f
f
f
f
f
t
f
f
f
f
1.7
1.7
74
0.99
75
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.2
68
0.72
94
0
SVI
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.7
76
0.83
92
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.05
1.7
106
1.03
99
0
SVI
Negative
85
F
f
f
f
f
f
f
f
t
f
f
f
f
f
138
1.1
27
1.19
23
0
SVI
Hypothyroid
59
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.4
0
107
1.04
103
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
1.3
81
1.14
71
0
other
Negative
14
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
28
other
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
86
0.88
98
0
other
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
106
1.16
91
0
other
Negative
75
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.3
1.8
94
0.75
125
0
other
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
118
0.97
122
0
other
Negative
60
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.5
1.6
95
0.73
130
0
other
Negative