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
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2
71
0.93
76
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.8
76
0.8
95
0
SVI
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.2
108
0.88
122
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.2
84
0.78
107
0
SVI
Negative
17
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.6
2.6
102
0.97
106
0
other
Negative
22
F
t
f
f
f
f
f
f
f
t
f
f
f
f
0.2
2.3
147
1.01
145
0
other
Negative
26
M
f
f
f
f
f
f
f
f
f
f
t
f
f
2.2
2.9
85
1.08
79
0
other
Negative
18
F
f
f
f
f
f
f
f
t
f
f
f
f
f
9.599999
2.4
220
1.68
131
0
STMW
Negative
48
F
f
f
f
f
f
f
f
t
f
f
f
f
f
98
1.9
29
1.11
26
0
other
Hypothyroid
41
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.4
115
1.11
104
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
21
0.8
53
0.86
61
0
SVI
Hypothyroid
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.5
130
0.86
151
0
other
Negative
33
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.3
110
1.01
109
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.7
76
0.86
88
0
SVHC
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.4
109
0
0
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.3
1.8
117
0.97
121
0
SVI
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.7
86
0.91
94
0
other
Negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
5.3
181
1.04
174
0
other
Hyperthyroid
39
F
t
f
t
f
f
f
f
f
f
f
f
f
f
1.5
2.8
131
1.26
104
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.2
70
0.71
99
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1
1.4
83
0.86
96
0
SVHC
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
2.1
100
1.05
96
0
SVHC
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.5
90
1.14
79
0
other
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.3
72
0.84
85
0
SVI
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1
2.2
84
0.84
100
0
SVHC
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
1.7
95
0.95
100
0
SVHC
Negative
59
M
f
f
f
f
f
f
t
f
f
f
f
f
f
0.3
1.6
112
0.75
148
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.9
99
1.03
97
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.1
93
0.96
97
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.6
2.2
123
0.93
132
0
SVI
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.3
89
0.94
95
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
29
1.6
47
0.97
48
0
other
Hypothyroid
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.4
117
1.02
115
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
30
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
63
other
Hyperthyroid
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
22
other
Negative
17
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
83
0.99
84
0
other
Negative
17
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.9
1.4
111
1.02
109
0
other
Negative
17
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0.3
1.5
101
0.81
125
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.1
112
0
0
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
82
0.93
88
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.4
2.3
64
0.98
65
0
other
Hypothyroid
36
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
0
0
0
26
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
110
0.94
117
0
other
Negative
70
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.15
0
162
1.12
146
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.6
119
1.2
100
0
other
Negative
59
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.5
90
0.85
106
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.1
86
0.81
107
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
2.2
121
1.01
121
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
17
1.7
65
0.68
97
0
other
Hypothyroid
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
23
0.5
33
0.67
49
0
SVI
Hypothyroid
85
F
f
f
f
f
f
f
f
t
f
f
f
f
f
7.3
2.4
66
1.09
61
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
8.799999
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
33
other
Hyperthyroid
37
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2
98
0.67
131
0
other
Negative
15
F
f
f
t
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
24
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
30
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
43
other
Hyperthyroid
15
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
19
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.7
96
1.05
91
0
other
Negative
35
M
f
f
f
f
f
f
f
f
f
f
t
f
f
0.3
2
75
1.21
62
0
SVI
Negative
73
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.1
2.8
109
1.32
83
0
other
Negative
65
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.15
3.5
217
0.98
221
0
other
Hyperthyroid
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
5.1
167
1
168
0
other
Hyperthyroid
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.4
149
1.18
126
0
other
Negative
81
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.5
2.2
102
0.85
119
0
SVI
Negative
90
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.7
118
0.82
144
0
SVI
Negative
47
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.15
4.3
189
1.07
176
0
other
Hyperthyroid
63
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.15
0
79
0.81
97
0
other
Negative
32
M
f
f
f
f
f
f
f
f
f
f
t
f
f
1
2.4
121
1.2
101
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2
88
0
0
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.7
119
1.12
106
0
SVI
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
2.9
86
1.19
72
0
SVHC
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.7
94
0
0
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.8
84
0.99
86
0
other
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
1.6
94
0.87
108
0
SVHC
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0
0
0
0
0
SVI
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
1.6
86
0.74
111
0
SVHC
Negative
54
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.6
1.8
100
0.77
130
0
other
Negative
39
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
63
0.87
72
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
65
0.7
28
1
28
0
other
Hypothyroid
24
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.15
2.7
116
0.82
143
0
other
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.2
99
0.82
120
0
SVHC
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
3
161
0.93
174
0
other
Hyperthyroid
55
M
f
f
f
f
f
f
f
f
f
f
f
t
f
10
2.1
65
0
0
0
other
Hypothyroid
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.5
109
0.75
145
0
SVHC
Negative
22
M
f
f
f
f
f
f
f
f
t
f
f
f
f
1
2.3
87
0.89
98
0
other
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.3
81
1.01
80
0
SVHC
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
24
1.9
65
0
0
0
other
Hypothyroid
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.8
199
1.46
137
0
STMW
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
27
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
16
other
Negative
51
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.6
0
0
0
0
other
Negative
59
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.1
2.5
100
0.98
103
0
other
Negative
41
F
t
f
f
f
f
f
f
f
f
f
f
f
f
6
1.9
114
1
114
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.4
75
0.74
101
0
SVI
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.6
74
0.89
83
0
SVI
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
2.9
132
1.14
116
0
SVHC
Negative