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
42
M
t
f
f
f
f
f
f
f
f
f
f
f
f
38
3.8
0
0
0
0
other
Negative
68
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1
1.6
95
0.88
108
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
2.5
96
0.97
99
0
SVI
Negative
80
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.15
1.6
63
0.7
90
0
SVI
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.7
106
0.76
140
0
SVHC
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2.4
117
1.08
109
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.15
0
107
0.93
116
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.7
74
1.02
73
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.8
92
0.85
108
0
STMW
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.2
98
0.93
105
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.6
93
0.78
120
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
1.7
112
1.01
111
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.9
130
0.91
143
0
SVI
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.9
73
0.78
94
0
SVI
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
2.9
138
1.32
105
0
SVHC
Negative
77
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0
2.3
149
0.97
153
0
SVI
Negative
33
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.7
2.1
107
0.96
109
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.35
1.6
0
0
0
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
89
0.82
109
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.35
2
106
0.97
109
0
SVHC
Negative
24
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.3
3.8
54
0
0
0
other
Hyperthyroid
64
F
f
f
f
f
f
t
f
f
f
f
f
f
f
1.8
1.6
80
1.11
72
0
other
Negative
19
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.3
7.6
221
0.86
256
0
other
Hyperthyroid
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0
130
1.08
121
0
other
Negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.7
125
0.96
130
0
other
Negative
68
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.2
69
1.07
64
0
other
Negative
58
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.2
1.9
90
1.06
85
0
other
Negative
48
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.3
8.9
212
0.88
240
0
other
Hyperthyroid
62
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.5
102
1.11
92
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.4
177
1.14
155
0
SVI
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.9
70
0.96
73
0
SVI
Negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.8
104
0.89
117
0
other
Negative
46
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
16
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
0
69
0.86
80
0
other
Negative
35
F
t
f
f
f
f
f
f
f
f
f
f
f
f
31
2.6
0
0
0
0
other
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
0
115
0.81
142
0
other
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.1
4.5
208
1.76
118
0
other
Negative
61
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.5
1.8
113
1.01
112
0
SVI
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.9
59
0.62
96
0
SVI
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
3.1
85
0.88
97
0
other
Negative
69
F
f
f
f
f
f
f
f
t
f
f
f
f
f
6.5
1.8
45
0.89
51
0
SVI
Hypothyroid
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.7
93
0
0
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.1
117
0.68
170
0
SVI
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.9
96
0.94
101
0
SVHC
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.9
89
1
89
0
SVI
Negative
41
F
f
f
f
f
f
t
f
f
f
f
f
f
f
18
2.1
93
1.16
80
0
SVI
Hyperthyroid
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.1
100
1.17
85
0
SVI
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.2
129
1.05
122
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.8
102
0.76
135
0
SVI
Negative
69
F
f
f
f
f
f
f
f
t
f
f
f
f
f
6.5
2.1
56
0.87
64
0
SVI
Hypothyroid
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.9
94
1.04
90
0
other
Negative
31
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.8
1.6
98
0.75
131
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2
107
1.08
99
0
SVHC
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.2
111
1
111
0
other
Negative
75
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.25
1.2
115
1
115
0
other
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.3
78
0.81
96
0
SVI
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
2.5
106
1
106
0
SVHC
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.4
126
0.89
141
0
SVHC
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
2.5
88
1.33
66
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.6
92
0.94
98
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
t
f
f
f
f
5.1
1.5
101
1.14
89
0
SVI
Negative
73
F
t
f
f
f
f
f
t
f
f
f
f
f
f
0.6
1.5
120
0.82
146
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.4
102
1.31
78
0
SVHC
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.7
77
0.9
85
0
SVHC
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.6
139
0.9
153
0
SVI
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.6
86
0.7
123
0
SVI
Negative
85
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.3
128
1.06
121
0
SVI
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2
86
0.78
110
0
SVI
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.4
87
1.09
80
0
other
Negative
18
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
2.3
98
0.85
115
0
SVHC
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.3
94
0
0
0
other
Negative
49
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.3
113
1.02
111
0
SVHC
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
2
63
0.95
66
0
SVHC
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.8
90
0.71
126
0
other
Negative
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.6
2
114
1
114
0
SVI
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
1.8
78
0.92
85
0
SVHC
Negative
50
F
t
f
f
f
f
f
t
f
f
f
f
f
f
61
0
13
1.18
11
0
other
Hypothyroid
76
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.1
98
1.01
97
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.7
0
86
0.91
95
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
26
other
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
2.6
136
1.19
114
0
SVHC
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.1
87
0.93
94
0
SVI
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.4
100
0.8
124
0
SVI
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.4
124
1.2
103
0
SVI
Negative
78
F
f
f
f
f
f
f
f
t
f
f
f
f
f
25
0.9
50
0.84
60
0
SVI
Hypothyroid
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.3
108
0.79
137
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
28
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
39
other
Hyperthyroid
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.7
83
0.86
97
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.5
110
1
110
0
other
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.2
90
0.98
91
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.8
119
0.98
120
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.8
122
1.1
111
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
9.599999
4.8
168
0.28
612
0
other
Hyperthyroid
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.9
4.7
123
0.28
445
0
other
Hyperthyroid
20
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
17
other
Negative
78
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.1
0.6
70
0.9
177
0
SVI
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.5
106
0.79
134
0
SVI
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.4
95
0.81
118
0
SVI
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.9
104
0.93
112
0
SVI
Negative