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
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
17
2.7
90
0.74
122
0
other
Hypothyroid
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
106
1
106
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
9.299999
1.5
57
0.69
83
0
other
Hypothyroid
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.2
0
98
0.84
117
0
other
Hypothyroid
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.8
1.7
130
1.02
128
0
SVI
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.2
91
1.04
88
0
SVHC
Negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.08
0
182
1.31
140
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
2.2
123
1.09
113
0
SVHC
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2
2.3
69
0.91
76
0
SVHC
Negative
59
F
t
f
f
f
f
f
f
f
f
f
f
t
f
0.28
0
114
0.94
121
0
other
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.065
3.9
186
0.94
198
0
other
Hyperthyroid
76
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.075
2.6
157
1.09
144
0
other
Negative
40
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
138
0.95
145
0
other
Negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.3
122
0.99
123
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.45
1.2
133
0.94
142
0
SVI
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.97
0
63
0.88
72
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.4
127
1.2
106
0
SVI
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.1
90
0.89
101
0
SVI
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.4
93
0.77
121
0
other
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.8
181
1.26
144
0
other
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2.3
76
0.86
88
0
other
Negative
75
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.73
2.2
106
0.74
143
0
other
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
3.4
135
1.05
129
0
SVHC
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
1.2
97
0.91
107
0
SVHC
Negative
38
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2
2.3
122
0
0
0
other
Negative
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
103
1.2
86
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
28
other
Negative
66
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.08
1
141
0.75
188
0
SVI
Negative
84
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.9
2.5
137
1.1
125
0
other
Negative
84
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.3
101
0.81
125
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.87
2.8
113
1.18
96
0
SVI
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
2.3
91
0.99
92
0
SVHC
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
2.3
126
1
126
0
SVHC
Negative
44
F
f
f
f
f
f
f
f
f
f
t
f
f
f
3.2
2.5
88
1.02
86
0
SVHC
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.085
2.2
130
0.91
143
0
SVHC
Negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.6
142
1.01
141
0
other
Negative
65
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.3
3.3
130
1.21
107
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.85
1.7
81
0.96
84
0
SVHC
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.7
109
0.82
133
0
other
Negative
42
F
t
f
f
f
f
f
f
f
f
f
t
f
f
1.9
2.2
126
0.97
130
0
other
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.6
144
1.09
132
0
other
Negative
20
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2
3.1
135
1.17
115
0
other
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
66
0.78
85
0
other
Negative
41
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2
86
0.86
100
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.2
135
1.07
126
0
other
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.59
1.2
89
0.9
99
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.1
92
0.84
110
21
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.085
1.1
138
0.8
173
15
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.8
0
0
0
0
other
Negative
66
F
f
f
t
f
f
f
f
f
t
f
f
f
f
0.07
2.9
145
1.25
116
0
other
Hyperthyroid
51
F
t
f
f
f
f
f
f
t
f
f
f
f
f
12
2.9
44
1.13
39
0
other
Negative
47
F
f
f
f
f
f
t
f
f
f
f
f
f
f
1.2
2.7
82
1.05
78
0
other
Negative
66
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.115
2.6
118
0.93
127
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.62
2.3
102
1.03
99
0
other
Negative
17
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
78
0.76
103
0
other
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.6
122
1.03
118
0
other
Negative
42
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2
2.3
134
1
134
0
other
Negative
2
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.05
7.6
257
0.96
268
0
other
Hyperthyroid
79
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.7
1.2
100
0.93
108
0
other
Negative
85
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
114
0.61
187
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
90
0.91
99
0
other
Negative
49
F
f
f
f
f
f
t
f
f
f
f
f
f
f
3.7
2
53
0.71
75
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
t
f
f
f
2.5
1.5
69
0.9
77
0
SVHC
Negative
42
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.045
2.1
111
0.89
125
0
SVHC
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.5
106
0.98
108
27
other
Negative
73
F
f
f
f
f
f
f
f
f
t
f
f
f
f
17
1.7
112
1.16
97
0
other
Hypothyroid
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
108
0.71
152
0
other
Negative
46
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2
2.2
92
0.71
130
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.58
0
98
0.99
99
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1
117
1.19
98
0
other
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.87
0
91
0.99
92
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.9
123
1.03
119
0
SVI
Negative
71
F
f
f
f
t
f
f
f
f
f
f
f
f
f
4.3
1.3
55
0.83
66
0
SVI
Negative
45
F
f
f
f
f
f
f
f
f
t
f
f
f
f
22
0
65
1.15
57
0
other
Hypothyroid
30
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2
3.5
120
1.18
102
0
SVHC
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
1.9
104
1.01
103
0
SVHC
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
7.1
2.3
90
0.98
92
0
SVHC
Hypothyroid
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.045
2.2
132
0.93
142
0
other
Negative
74
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.125
2.3
106
0.92
115
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.63
2.4
94
0.93
101
0
other
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.14
0
119
0.57
209
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2.5
131
1.18
110
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
0
105
1
105
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
90
0.9
100
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.3
109
1.38
79
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.2
106
1.23
86
0
SVI
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
2
87
1.15
76
0
SVI
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.8
127
1.28
99
0
SVI
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.87
2.6
129
1.42
91
0
SVI
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.97
2.7
69
0.52
133
0
SVHC
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.6
63
0.74
85
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
1.9
104
0.97
107
0
SVI
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
85
0.83
102
0
SVI
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.2
108
0.94
115
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.5
131
1.11
118
0
SVI
Negative
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
5.2
1.7
168
1.14
147
0
SVI
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.1
112
0.68
165
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
1.3
108
0.94
115
0
SVI
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
73
2.3
87
1.12
78
0
other
Hypothyroid