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
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
167
1.54
108
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.2
142
1.31
108
0
other
Negative
48
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.63
0
132
1.07
123
0
other
Negative
71
F
f
t
f
f
f
f
f
f
f
f
f
f
f
1.2
2
103
0.99
104
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.85
1.3
102
0.91
113
0
SVHC
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2.4
122
0
0
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
97
1.12
87
0
SVI
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.52
0
137
1.11
123
0
SVI
Negative
47
F
f
f
f
f
f
f
f
f
f
t
f
f
f
2.5
2.5
108
1.23
88
0
SVHC
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
t
3.7
2.4
107
0.96
112
0
SVHC
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
t
f
2.6
0
83
1.07
78
0
other
Negative
53
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.72
0
120
0.88
139
0
other
Negative
59
M
f
t
f
f
f
f
f
f
f
f
f
f
f
2.5
2.7
74
1.12
66
0
other
Negative
61
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.5
2
101
0.85
119
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
112
0.95
118
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
t
f
20
2.8
74
0
0
0
other
Hypothyroid
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.57
0
135
0.88
153
0
other
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.6
89
0.89
100
0
SVHC
Negative
51
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.11
2.1
135
1.08
125
0
other
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.045
2.4
132
0.95
139
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.4
0
93
0.83
112
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
152
1.03
148
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
78
0.83
94
0
other
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
137
1.15
119
0
SVI
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.7
80
0.95
84
0
SVI
Negative
16
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.055
2.6
109
0.99
110
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
2.7
90
0.99
91
0
other
Negative
49
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.7
2
91
0.85
107
0
SVHD
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
86
0.77
112
0
SVI
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
2.2
91
0.85
107
0
SVHC
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
460
0.5
22
1.38
16
0
SVI
Hypothyroid
26
M
f
f
f
f
f
f
f
f
f
f
t
f
f
1.6
0
136
1.07
128
0
SVI
Negative
13
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
2.3
105
0.85
124
0
other
Negative
77
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.3
1.2
123
0.98
126
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
t
4.1
1.3
101
0.78
130
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.3
65
0.87
75
25
other
Negative
72
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0
1
16
1.1
15
0
other
Hypothyroid
72
F
f
f
f
f
f
f
f
t
f
f
f
f
f
192
0
0
0
0
0
other
Hypothyroid
39
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.11
2.4
135
0.92
147
0
other
Negative
39
F
f
f
f
f
f
t
f
f
f
f
f
f
f
4.3
1.8
92
0
0
0
other
Negative
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2
111
1.08
103
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
77
0.71
109
0
other
Negative
72
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.2
128
1.12
114
0
other
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2
93
0.81
115
0
SVI
Negative
74
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.2
0
80
0.95
84
0
SVI
Negative
23
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.015
0
127
0.93
137
0
other
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
0
79
0.83
95
0
SVI
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
2.4
105
0.99
106
0
SVHC
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
2.9
127
1
127
0
SVHC
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
0
110
1.11
99
0
other
Negative
84
F
f
f
f
f
f
f
f
f
t
f
f
f
f
4
1.7
64
0.96
67
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
80
0.94
85
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
134
1.2
112
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.5
107
1
105
0
other
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
58
0.65
89
0
SVI
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
77
0.6
128
0
SVI
Negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
14
0
89
1.01
88
0
SVI
Hypothyroid
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.6
117
1.08
108
0
SVI
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
76
0.76
100
0
SVI
Negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
20
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2
0
0
0
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.9
91
0.96
95
0
SVI
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
136
0.75
181
0
SVI
Negative
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.28
1.5
138
0.99
139
0
SVI
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.9
138
0.95
145
0
SVI
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.2
107
0.9
119
0
SVI
Negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
10
0.2
43
0.63
68
0
SVI
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.98
2.6
144
1.01
143
0
SVHC
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.33
2.3
77
0.83
93
0
other
Negative
79
F
t
f
f
f
f
f
f
f
f
f
f
f
f
7.1
2.6
153
1.23
124
0
other
Negative
44
F
f
f
f
f
f
t
f
f
f
f
f
f
f
7.5
0
86
1.42
61
0
other
Negative
81
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4.8
0
130
1.18
110
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
131
1.13
116
0
other
Negative
75
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1.4
1.6
86
0.89
97
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.4
103
1.02
101
0
SVHC
Negative
41
F
f
f
f
f
f
f
f
f
f
t
f
f
t
1.1
0
103
0.99
104
0
SVHC
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1
0
61
0.99
62
0
SVHC
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.8
130
1.12
116
0
other
Negative
41
F
t
f
f
f
f
f
f
f
f
f
f
f
f
5.6
1.4
130
1.16
112
0
other
Negative
63
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
56
1
56
0
other
Negative
61
F
f
f
f
f
f
f
f
t
f
f
f
f
f
109
1.3
44
0.98
45
0
other
Hypothyroid
22
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
24
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.055
3.1
157
0.92
171
0
other
Hyperthyroid
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.3
98
0.93
105
0
other
Negative
45
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.11
0
129
0.85
152
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
103
0.81
127
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.035
7.6
236
0.91
259
0
other
Hyperthyroid
60
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
99
1.03
96
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
15
2.1
133
0.97
137
0
other
Hypothyroid
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
81
0.78
104
0
other
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.34
0
142
0.99
143
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.8
148
1.25
118
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.85
1.7
81
0.89
91
0
SVHC
Negative
2
F
f
f
f
f
f
f
f
t
f
f
f
f
f
136
0
53
0.77
69
0
STMW
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
0
0
0
143
0
other
Negative
65
M
f
f
f
f
f
f
f
f
f
t
f
f
f
3.6
0
97
1.07
91
0
SVHC
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.74
0
97
1.01
96
0
other
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
114
0.8
0
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
35
other
Hyperthyroid
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
30
other
Negative