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
73
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.4
1.3
43
0.9
48
0
other
Hyperthyroid
37
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.69
0
123
0.97
128
0
other
Negative
37
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.6
0
142
1.23
115
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
36
other
Hyperthyroid
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
5.3
116
0.97
119
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.07
3.8
148
0
0
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1.3
127
1.11
115
0
SVHC
Negative
30
M
t
f
t
f
f
f
f
f
f
f
f
f
f
0.99
1.9
119
0.83
143
0
other
Negative
30
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2
1.9
107
0.85
126
0
other
Negative
74
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0.36
1.3
96
0.75
129
0
SVI
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
0
111
1.02
109
0
SVI
Negative
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.065
1.7
148
0.95
155
0
other
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
2.6
111
0.87
127
0
SVHC
Negative
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.3
143
0.95
151
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.1
100
0.77
130
0
SVHC
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.2
1.5
99
0.9
110
0
SVHC
Hypothyroid
77
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.7
1.9
80
0.9
90
0
SVHD
Negative
74
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.19
1.9
109
0.97
112
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.04
2.5
116
0.89
131
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.9
1.2
53
0.79
67
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
63
0.89
71
0
SVI
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.75
0
98
0.72
135
0
other
Negative
84
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
92
0.63
146
0
SVI
Negative
84
F
f
f
f
f
f
f
f
t
f
f
f
f
f
4
2.4
123
0
0
0
other
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
2.2
126
0
0
0
other
Negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0.5
134
0.73
183
0
SVHC
Negative
42
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2
1.8
126
0.91
138
0
other
Negative
56
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
109
0.89
122
0
other
Negative
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4.8
1.6
93
0.96
96
0
other
Negative
32
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
2.3
157
1.05
150
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
t
3.7
2.1
124
0.95
131
0
SVHC
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
90
0.79
114
0
other
Negative
32
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.2
0
104
0.96
108
0
other
Negative
48
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.9
1.7
75
0.97
77
0
other
Negative
17
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.2
0
153
1.31
116
0
other
Negative
68
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.6
0
96
0.96
100
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.7
122
0.91
135
0
SVI
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.65
0
114
0.96
118
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
88
0.82
108
0
SVI
Negative
62
F
f
f
f
f
f
f
f
t
f
f
f
f
f
3.6
1.8
139
1.11
125
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
111
0.92
120
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.1
115
0.9
129
0
SVI
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
29
other
Negative
15
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
2.5
144
1.19
121
0
SVI
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
2.3
120
1.09
110
0
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
110
other
Hyperthyroid
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
156
1.02
152
0
other
Negative
15
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.9
101
0.96
106
0
SVI
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.73
2.9
102
0.88
116
0
SVHC
Negative
58
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.1
0
118
1.04
113
0
other
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.5
0
103
1.12
92
0
STMW
Negative
20
F
t
f
f
f
f
f
f
t
t
f
f
f
f
2
1.8
130
1.01
128
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
142
1.2
118
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
44
other
Hyperthyroid
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.87
1.8
110
0.89
124
0
other
Negative
73
F
t
f
f
f
t
f
f
f
f
f
f
f
f
1.2
1.8
121
0.91
134
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.85
2.1
93
0
0
0
other
Negative
81
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.67
0
112
0.95
118
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.2
77
0.78
100
0
SVHC
Negative
18
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.48
1.5
87
0.87
100
0
SVHC
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.7
101
0.8
126
0
SVHC
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7
0
148
0.87
170
0
SVI
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.95
0
120
1.08
110
0
other
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
t
3
2.3
85
0.9
94
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.39
0
139
0.78
179
0
SVI
Negative
76
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.5
1.9
95
0.91
118
0
SVI
Negative
40
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.44
1.9
146
0.85
172
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0
2.1
100
0.96
104
0
SVHC
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.6
99
0.71
140
0
SVHC
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.4
91
0.79
115
0
SVI
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
117
0.99
118
0
other
Negative
33
F
f
f
f
f
f
t
f
f
f
f
f
f
f
8.799999
2
91
0.82
111
0
other
Hyperthyroid
72
F
f
f
f
f
f
f
t
f
t
f
f
f
f
0.135
2.2
112
0.95
118
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.2
131
1.06
123
0
SVI
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
2.5
123
1
123
0
SVI
Negative
33
M
f
f
f
f
f
f
f
f
t
f
f
f
f
2.1
3.9
115
1.04
110
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.3
140
1.1
127
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.5
113
0.93
122
0
other
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.99
2.6
152
1.13
135
0
SVHC
Negative
47
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.49
1.7
101
0.75
134
0
other
Negative
38
F
f
f
f
f
f
f
f
t
t
f
f
f
f
2.5
2
128
1.12
115
0
other
Negative
27
F
f
f
f
f
t
f
f
f
f
f
f
f
f
0.36
2.4
114
1
115
0
STMW
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2
119
0
0
0
STMW
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.4
130
0.95
137
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.5
1.2
108
0.73
148
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
2
101
1.08
94
0
SVHC
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
0
99
0.89
111
0
SVI
Negative
76
F
f
f
f
f
f
t
f
f
t
f
f
f
f
1.8
2.5
136
1.06
129
0
other
Negative
69
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0.18
1.4
104
0.68
153
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.79
1.7
118
0.99
119
0
other
Negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.1
118
0.93
127
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.74
2.2
95
0.84
113
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
98
0.81
120
0
STMW
Negative
43
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.04
4.5
161
1.08
149
0
other
Negative
57
M
f
f
f
f
f
f
f
t
f
f
f
f
f
11
2.1
134
0
0
0
other
Hypothyroid
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.5
99
1.15
86
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
82
0.95
86
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.97
1.3
113
0.91
124
0
SVI
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
130
0.91
143
0
other
Negative
56
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
136
0.88
155
0
other
Negative