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
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.8
92
0
0
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.3
87
0.96
90
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
1.2
95
1.11
85
0
SVI
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.6
102
1.13
91
0
SVI
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.64
2.3
107
1.06
101
0
other
Negative
35
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.35
2.5
99
1.04
96
0
STMW
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.67
1.8
99
0.98
101
0
SVI
Negative
90
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.7
1.6
89
0.91
98
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.68
2
107
0.97
110
0
other
Negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6
2
103
0
0
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
2.4
138
1.16
118
0
SVHC
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
103
1.09
95
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.73
1.8
97
0.97
101
0
SVI
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
1.6
82
0.88
93
0
SVHC
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
199
0.6
10
1.03
10
0
SVI
Hypothyroid
21
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
1.7
79
0.77
102
0
SVHC
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
115
1.08
107
0
other
Negative
1
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.799999
1.9
113
0.86
131
0
STMW
Hypothyroid
1
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.4
82
0.74
111
0
other
Negative
1
M
f
f
f
f
f
f
f
t
f
f
f
f
f
6.6
1.7
68
0
0
0
other
Hypothyroid
51
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.6
118
0.91
130
0
SVHC
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.58
1.6
115
0
0
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.2
80
1.07
75
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.6
119
0.92
130
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.025
2.3
122
0.86
142
0
other
Negative
38
F
t
f
f
f
f
t
f
f
f
f
f
f
f
0.035
1.8
130
0.87
150
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.78
2
70
0.76
92
0
other
Negative
60
F
f
f
f
f
f
f
f
f
t
f
f
f
f
99
0.8
12
1.27
10
0
other
Hypothyroid
61
F
f
f
f
t
f
f
f
t
f
f
f
f
f
2
0
85
1
85
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
22
1.4
71
0.97
73
0
other
Hypothyroid
39
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.79
1.9
107
0.99
108
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2
89
1.14
79
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.98
1.8
100
0
0
0
SVI
Negative
75
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
147
0.8
183
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.7
130
0
0
0
SVI
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
1.8
72
0.86
84
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
18
1.5
66
1
66
0
SVI
Hypothyroid
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.3
106
0.84
125
0
SVI
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
123
1.04
118
0
other
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.9
94
0.91
102
0
other
Negative
74
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.1
2.4
95
1.09
86
0
other
Negative
65
F
f
f
f
t
f
f
f
f
t
f
f
f
f
0.025
3.9
133
1.23
108
0
other
Hyperthyroid
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.5
86
0.65
132
0
SVHC
Negative
80
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.8
112
0.99
113
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
14
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0
0
89
1.1
81
0
other
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.8
92
1.02
90
0
other
Negative
60
F
t
t
f
f
f
f
f
f
f
f
f
f
f
0
1.7
75
1.03
72
0
other
Negative
60
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.025
3.9
123
0.98
126
0
other
Hyperthyroid
66
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.5
129
1.02
127
0
other
Negative
58
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.7
123
0.96
129
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.93
2.1
92
0.85
109
0
other
Negative
56
F
f
f
f
f
f
f
t
f
f
f
f
f
f
2.7
1.5
103
0.95
109
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.9
1.2
73
0.8
91
0
SVI
Hypothyroid
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.3
93
0.87
107
0
SVI
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.1
133
0
0
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.7
97
0.76
129
0
SVI
Negative
14
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
2.8
93
0.86
109
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.1
1.4
88
0.93
95
0
other
Hypothyroid
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
0
125
1.13
110
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
11
1.5
144
1.24
116
0
other
Hypothyroid
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
16
0
87
0.91
95
0
other
Hypothyroid
25
F
f
f
f
f
f
f
f
f
f
f
t
f
f
2
2.2
123
1.52
81
0
other
Negative
25
F
f
f
f
f
f
f
f
t
f
f
f
f
f
3
2.1
93
1.01
92
0
other
Negative
54
F
t
f
f
f
f
t
f
f
f
f
f
f
f
0.08
2.1
133
1.14
116
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.53
1.8
107
0.93
115
0
other
Negative
71
F
t
f
f
f
f
f
f
f
t
f
f
f
f
0.5
0
126
1.02
124
0
other
Negative
65
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.02
3.1
114
0.91
126
0
other
Hyperthyroid
21
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
1.6
95
0.93
102
0
SVHC
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.42
2.4
134
1.14
117
0
other
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.9
116
1.2
97
0
SVHC
Negative
57
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
13
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2
97
0.71
135
0
SVI
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
34
0.7
52
1.11
47
0
SVI
Hypothyroid
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
27
1.8
65
0.99
66
0
SVI
Hypothyroid
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.81
2.1
70
0.83
84
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2
85
1.06
80
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.61
1.4
107
0.86
124
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.83
2.3
113
0.84
134
0
other
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.9
89
0.85
105
0
SVHC
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.5
113
0.97
117
0
other
Negative
88
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2
123
1.16
107
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.2
122
1.15
106
0
SVI
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.6
76
0.85
89
0
other
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.4
94
1.17
81
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.87
2
95
0.91
105
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.9
97
1
97
0
SVHC
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2
118
1.16
102
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.4
96
0.88
109
0
other
Negative
72
F
f
f
f
t
f
f
f
f
t
f
f
f
f
0
0
0
0
0
27
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.8
90
0.84
108
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.7
1.9
91
1.03
89
0
SVI
Hypothyroid
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
1.5
94
0.88
107
0
SVI
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.1
121
1.02
118
0
SVI
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
t
12
2.2
94
0.96
98
0
other
Hypothyroid
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.61
1.5
112
0.98
114
0
SVI
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.1
113
1.09
115
0
SVI
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
2.2
113
1.09
103
0
SVHC
Negative
55
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2
1.7
115
1.06
105
0
SVI
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
89
0.95
94
0
other
Negative