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
53
F
t
f
f
t
f
f
f
f
f
f
f
f
f
0.4
0
99
1.01
99
0
other
Negative
53
F
f
f
f
f
f
f
t
t
f
f
f
f
f
34
1.2
44
1.07
41
0
other
Hyperthyroid
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.8
122
1.09
116
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
74
0.89
83
0
other
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.2
83
1.14
73
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
1.6
97
1.96
101
0
SVI
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
62
F
f
f
f
t
f
f
f
f
f
f
f
t
f
0
0
0
0
0
30
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
31
other
Hyperthyroid
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
32
other
Hyperthyroid
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
41
other
Hyperthyroid
36
F
f
f
f
f
f
f
f
t
f
f
f
t
f
0
0
0
0
0
27
other
Negative
21
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.8
100
0.84
119
0
other
Negative
43
M
f
f
f
f
f
f
t
f
f
f
f
f
f
16
1.9
63
1.08
57
0
other
Hypothyroid
32
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.1
92
1.05
88
0
other
Negative
16
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2
123
1.18
105
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1
77
0.8
96
0
other
Negative
66
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.5
0
89
1.03
87
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.4
102
0.96
106
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
0
72
0.85
84
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.6
100
1.06
94
0
SVI
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
0
100
1
100
0
other
Negative
56
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.2
0
0
0
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.4
118
0.96
122
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.7
100
1
100
0
SVI
Negative
31
M
f
f
f
f
f
f
f
f
f
f
t
f
f
0.15
1.7
132
1.3
101
0
other
Negative
70
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.15
1.2
94
0.93
101
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
1.7
79
0.92
85
0
SVI
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1.2
87
0.9
96
0
SVI
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.3
101
0.89
114
0
SVI
Negative
1
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.5
100
0.93
107
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2
117
1.12
104
0
SVI
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
30
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
43
other
Hyperthyroid
17
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
92
0.96
96
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.7
94
0.98
96
0
STMW
Negative
24
F
f
f
f
f
t
f
f
f
f
f
f
f
f
0.15
2.8
159
1.39
114
0
STMW
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.5
1.4
57
0
0
0
other
Hypothyroid
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.7
95
0.89
107
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
1.6
119
1.09
109
0
SVHC
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
2.5
131
1.19
110
0
SVHC
Negative
59
M
f
f
t
f
f
f
f
f
f
f
f
f
f
0.15
4.9
116
0.94
123
0
other
Hyperthyroid
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.5
110
0.77
144
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0.15
2.6
110
1.02
107
0
SVI
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.7
71
0.84
84
0
SVI
Negative
36
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.2
160
1.43
111
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2
99
0.89
111
0
other
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.4
0
0
0
0
other
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.5
80
0.99
81
0
SVI
Negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
14.299999
1.9
111
1.1
101
0
other
Hypothyroid
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.2
111
1.08
103
0
other
Negative
43
F
f
f
f
f
f
t
f
f
t
f
f
f
f
3.7
1.2
107
1.23
87
0
STMW
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
120
0.9
134
0
other
Negative
25
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.1
3.3
164
0.95
172
0
other
Hyperthyroid
78
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.1
1.8
107
0.86
124
0
other
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.1
111
1.03
108
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.6
0
0
0
0
other
Negative
37
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.3
0
0
0
0
other
Negative
43
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.1
1.8
117
1.1
107
0
other
Negative
62
M
f
t
f
f
f
f
f
f
f
f
f
f
f
4.6
0
135
1.02
132
0
other
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
7.3
1.2
57
1.28
44
0
SVI
Hypothyroid
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.5
86
0.98
88
0
SVHC
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.8
98
1
98
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.1
74
1.11
67
0
SVI
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.9
112
1.02
109
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.7
80
0.96
83
0
SVI
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.5
93
0.9
104
0
SVI
Negative
37
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.1
118
0.76
155
0
other
Negative
63
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0.1
2.1
99
0.92
107
0
other
Negative
63
F
f
f
f
t
f
f
f
f
f
f
f
f
f
5.5
1.7
103
0.96
107
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.7
102
0.9
113
0
other
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.1
96
0.88
108
0
other
Negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.3
100
0.91
110
0
other
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
4.3
147
1.06
139
0
other
Hyperthyroid
86
F
f
f
f
t
f
f
f
t
f
f
f
f
f
0.6
1.3
135
1.16
117
0
other
Negative
44
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
91
0.9
101
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
49
0.4
9
1.05
9
0
other
Hypothyroid
31
F
f
f
f
f
t
f
f
f
f
f
f
f
f
0.3
2.1
178
1.68
106
0
STMW
Negative
17
F
f
f
f
t
f
f
f
f
t
f
f
f
f
0.3
2.8
147
1.28
116
0
other
Negative
40
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
28
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.4
118
0.91
129
0
SVHC
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.6
125
0.95
132
0
SVHC
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
1.7
84
0.67
127
0
SVI
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.4
83
0.99
84
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.4
63
0.48
133
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
1.8
91
0.83
111
0
SVI
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.2
85
0.94
91
0
SVI
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.2
103
0.98
105
0
SVI
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
6.2
207
0.89
232
0
other
Hyperthyroid
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.5
125
0.98
128
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
152
1.41
108
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.2
118
1.01
117
0
other
Negative
51
F
t
f
f
f
f
f
f
t
f
f
f
f
f
2.5
1.9
116
1.09
106
0
other
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.7
109
0.95
116
0
SVI
Negative
14
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
3.1
102
1.06
96
0
other
Negative
39
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.2
0
82
0.79
105
0
other
Negative
51
M
f
f
f
f
f
f
t
f
t
f
f
f
f
0.1
1.7
90
0.7
129
0
other
Negative
26
F
f
f
t
f
f
f
f
f
t
f
f
f
f
5.5
0
124
1.02
121
0
other
Negative
73
F
t
f
f
f
f
f
t
f
f
f
f
f
f
0.1
2.5
156
0.95
120
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.3
108
0.73
147
0
SVI
Negative