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
28
F
f
f
f
f
f
f
f
f
f
f
f
t
f
35
2.3
42
1.01
41
0
SVI
Hypothyroid
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.4
102
1.08
95
0
SVI
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.4
116
0.96
121
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.3
91
1.02
89
0
SVI
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.035
3.3
116
0
0
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.2
1.4
58
0.83
69
0
SVI
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.17
1.8
119
0.91
130
0
SVI
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.83
2.2
132
0.99
133
0
SVHC
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.035
1.4
152
1.05
145
0
SVI
Negative
71
F
f
f
f
t
f
f
f
t
f
f
f
f
f
1.6
1.8
136
1.16
117
0
SVI
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.035
2.6
128
1.03
124
0
SVI
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.6
119
1.05
113
0
SVI
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.6
1
143
0.83
173
0
SVI
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.35
1.6
120
1.11
108
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
3.6
115
1.23
93
0
SVHC
Negative
29
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
141
1.25
113
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.5
130
1.01
129
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
2.4
95
1.21
78
0
other
Negative
59
F
f
f
f
t
f
f
f
f
f
f
f
f
f
7.1
1.9
98
1.11
88
0
SVHD
Hypothyroid
22
F
f
f
t
f
f
f
f
f
f
f
f
f
f
2.4
1.7
103
1
103
0
other
Negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.2
107
1.1
97
0
other
Negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.32
1.6
164
1.11
148
0
other
Negative
25
F
t
f
f
f
f
f
f
t
f
f
f
f
f
2.4
2.2
152
1.36
112
0
other
Negative
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.035
1.9
100
1.11
90
0
other
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.3
124
0.9
138
0
SVI
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.9
97
0.99
99
0
other
Negative
69
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.5
1.5
82
0.66
124
0
SVI
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
2
98
1.01
97
0
SVHC
Negative
78
F
f
f
f
t
f
f
f
f
f
f
f
f
f
4.1
1.9
116
1.05
110
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
18
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
72
other
Hyperthyroid
29
M
f
f
f
f
f
f
f
f
f
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
0
0
0
0
135
other
Hyperthyroid
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
31
other
Hyperthyroid
20
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.02
2.6
171
1.12
153
0
other
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1
1.5
126
0.86
147
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
0.7
50
0.25
205
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.2
1.8
124
1.11
112
0
other
Hypothyroid
61
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
0
0
0
0.15
other
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
8.799999
2.2
109
0.97
113
0
other
Hypothyroid
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.3
106
1.06
100
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
2.2
145
1.34
108
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2
87
0
0
0
SVI
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.4
76
0.57
132
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
1.7
94
0.97
97
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
101
1.17
86
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.6
1.5
94
1.02
92
0
SVI
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
160
0.4
11
1.24
8.9
0
other
Hypothyroid
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
25
0.3
10
1.18
8.4
0
other
Hypothyroid
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.1
108
1.04
105
0
STMW
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
5.4
1.6
105
0
0
0
other
Negative
69
M
t
f
f
f
f
f
t
f
f
f
f
f
f
1.3
2
121
1.07
113
0
other
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.7
156
1.25
125
0
SVHC
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1.6
113
0.99
114
0
SVI
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.5
96
0.91
105
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.9
133
0.99
134
0
SVHC
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.2
91
0.84
108
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.3
141
1.2
117
0
SVI
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
28
other
Negative
72
M
f
f
f
f
f
f
f
f
t
f
f
t
f
1.5
1.8
0
0.93
112
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2.1
109
0
0
0
other
Negative
67
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1.7
0
82
0.89
92
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2
106
1.01
105
0
SVI
Negative
84
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.2
132
0.92
145
0
SVI
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.9
90
0.87
104
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.6
129
1.22
106
0
SVI
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
2.6
121
0.94
130
0
SVHC
Negative
1
F
f
f
f
f
f
f
f
f
f
f
f
f
f
43
0
0
0
0
0
STMW
Hypothyroid
1
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.8
119
1.05
113
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.7
130
1.2
109
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
2
121
1.19
102
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.7
92
0.98
94
0
other
Negative
88
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
1.6
94
0.944
100
0
SVI
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2
78
0.94
87
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.2
96
0.93
103
0
SVHC
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.6
99
0.92
108
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2
106
1.01
104
0
SVHC
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.5
97
0.94
104
0
other
Negative
53
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.8
130
1.01
128
0
other
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.5
76
0.81
93
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.7
94
0.85
110
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.9
2
126
1.26
100
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.3
89
1.22
72
0
other
Negative
55
F
t
t
f
t
f
f
f
f
f
f
f
f
f
0.005
1.6
115
0.84
138
0
SVHD
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.7
2
95
0.99
96
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
2.2
127
1.05
121
0
other
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
2.5
70
0.93
75
0
SVI
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.88
0.7
82
0
0
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.3
92
0
0
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.3
108
0.83
130
0
SVI
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.8
123
0.98
125
0
SVI
Negative
56
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.5
0
103
1.07
97
0
SVI
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.7
86
0.91
95
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.8
107
1.06
101
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
28
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.2
88
0.85
104
0
SVI
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2.1
88
0.7
125
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
1.4
140
1.13
124
0
SVI
Negative
70
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.2
0
109
1.08
100
0
other
Negative
59
M
t
f
f
f
f
f
f
f
f
f
f
f
f
5.2
0
119
0.93
127
0
other
Negative