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
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.3
72
1.05
68
0
other
Negative
63
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
52
0.85
61
0
other
Negative
49
F
t
f
f
f
f
f
t
f
t
f
f
f
f
0.2
2.4
137
0
0
0
other
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
22
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
29
other
Negative
68
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.6
2.5
99
1.09
90
0
other
Negative
73
F
f
f
f
f
f
t
f
f
f
f
f
f
f
3
1.9
106
0
0
0
other
Negative
57
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.1
2.4
81
0.89
91
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.6
84
0.87
97
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.4
129
0.98
131
0
SVHC
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.7
105
1.02
103
0
SVHC
Negative
35
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.2
81
0.96
84
0
other
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
62
0.94
66
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.4
102
1.12
92
0
other
Negative
48
F
f
f
f
f
f
f
t
t
f
f
f
f
f
0.1
0
119
0.91
131
0
other
Negative
35
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.3
2.4
130
1.11
117
0
other
Negative
78
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
0
0
0
30
other
Negative
63
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.6
1.3
128
1.07
120
0
SVI
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.7
159
1.19
134
0
SVHC
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.8
80
0.77
104
0
SVI
Negative
24
M
t
f
f
t
f
f
f
f
f
f
f
f
f
3.3
1.2
70
0.87
80
0
SVI
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.4
115
1.02
113
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.2
99
0.86
115
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.7
111
0.94
118
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.6
129
1.07
121
0
SVI
Negative
57
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1
1.6
73
0.97
75
0
SVI
Negative
57
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.2
150
1.01
149
0
SVI
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2
74
0.69
107
0
SVI
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.3
107
0.94
114
0
other
Negative
31
F
f
f
f
f
t
f
f
f
f
f
f
t
f
0
2.9
159
1.43
111
0
other
Hyperthyroid
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
95
0.76
125
0
other
Negative
72
F
t
f
t
f
f
f
f
f
f
f
f
f
f
0.4
0
186
1.24
150
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.5
109
1.08
100
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.4
120
0.87
138
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.4
73
0.97
75
0
other
Negative
69
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.05
2.6
93
0.88
106
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2
85
0.89
96
0
SVHC
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.6
76
0.81
94
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.8
137
0.98
140
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.2
85
1.06
80
0
SVHC
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
24
0.4
3
0.99
3
0
other
Hypothyroid
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
152
1.13
135
0
other
Negative
25
F
f
f
f
f
f
t
f
f
f
f
f
f
f
4.9
0
74
0.92
80
0
other
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.3
100
0.88
113
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
87
0.86
101
0
other
Negative
33
F
f
f
f
f
f
f
f
t
f
f
f
f
f
16
1.7
75
0
0
0
other
Hypothyroid
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.1
77
0.72
107
0
SVI
Negative
78
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1
2.3
96
1.05
92
0
SVI
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.8
130
1.18
111
0
SVI
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.2
61
0.8
76
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.7
76
0.65
116
0
SVHC
Negative
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2
149
1.09
136
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.2
85
1.07
79
0
other
Negative
17
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
31
other
Hyperthyroid
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2
93
1.01
93
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.1
113
0.94
120
0
other
Negative
26
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.3
2.5
132
1.24
107
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.8
105
0.9
117
0
other
Negative
92
F
t
f
f
f
f
f
f
f
f
f
f
t
f
0.3
0
0
0
0
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.2
97
1.01
97
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.8
94
0.82
115
0
SVI
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.3
146
1
146
0
SVI
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.5
133
1.16
115
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.1
82
0.88
93
0
other
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.5
121
0.8
153
0
SVI
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.2
105
0.91
115
0
SVHC
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
2.9
125
1.02
122
0
SVHC
Negative
70
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.3
1.8
98
0.93
105
0
SVHD
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2
84
0.9
93
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.6
108
1.05
102
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.1
117
0.95
123
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.5
135
1.02
132
0
other
Negative
41
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.3
2.3
111
0.83
134
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.8
93
1.19
78
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.9
116
0.89
130
0
other
Negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.6
1.7
89
1.04
86
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.3
120
0.8
149
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.1
119
1.03
116
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2
89
0.89
99
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0
129
0.19
142
0
other
Negative
45
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.3
138
1.01
126
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.8
114
1
114
0
SVI
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
14.799999
1.5
61
0.85
72
0
SVI
Hypothyroid
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2
82
0.94
87
0
SVI
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
3.1
0
0
0
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.8
84
0.75
113
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.6
106
1.06
101
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
2.1
123
1.03
119
0
SVI
Negative
58
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.3
1.9
66
0.96
68
0
other
Negative
57
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
23
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
35
other
Hyperthyroid
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
17
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
17
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
49
other
Hyperthyroid
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
23
other
Negative
32
F
f
f
f
f
f
t
f
f
f
f
f
f
f
1.8
2.2
101
1.13
90
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
0
119
0.92
129
0
other
Negative
60
F
f
f
f
f
f
f
t
t
f
f
f
f
f
5.9
0
126
1.13
111
0
other
Negative
77
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.9
0
131
0.74
176
0
other
Negative