age
float64
1
455
sex
stringclasses
3 values
on_thyroxine
stringclasses
2 values
query_on_thyroxine
stringclasses
2 values
on_antithyroid_medication
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
hypopituitary
stringclasses
1 value
psych
stringclasses
2 values
TSH_measured
stringclasses
2 values
TSH
float64
0.01
530
T3_measured
stringclasses
2 values
T3
float64
0.1
8.5
TT4_measured
stringclasses
2 values
TT4
float64
2
430
T4U_measured
stringclasses
2 values
T4U
float64
0.25
2.32
FTI_measured
stringclasses
2 values
FTI
float64
2
395
TBG_measured
stringclasses
1 value
TBG
float64
referral_source
stringclasses
5 values
Class
stringclasses
2 values
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.72
t
0.9
t
96
t
0.75
t
127
f
null
other
negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2.2
t
83
t
1.05
t
79
f
null
other
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
2.5
t
109
t
0.75
t
145
f
null
SVHC
negative
57
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
0.01
t
2.9
t
98
t
0.87
t
113
f
null
other
negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5
t
2.2
t
115
t
1.02
t
114
f
null
other
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
3.4
t
91
t
1.1
t
83
f
null
other
negative
68
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.58
f
null
t
150
t
1.03
t
146
f
null
other
negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.025
t
4.4
t
138
t
0.64
t
218
f
null
other
negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
2
t
82
t
0.94
t
87
f
null
SVI
negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.98
t
2.5
t
120
t
1.06
t
113
f
null
SVHC
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.5
t
110
t
0.89
t
124
f
null
SVI
negative
45
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.8
t
0.9
t
87
t
0.78
t
112
f
null
SVI
sick
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
1.7
t
79
t
0.78
t
101
f
null
other
negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.3
t
116
t
0.97
t
119
f
null
SVI
negative
58
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
1.7
t
123
t
0.96
t
129
f
null
other
negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
12
f
null
t
101
t
1.08
t
94
f
null
other
negative
83
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.77
t
1.44
t
123
t
0.99
t
124
f
null
other
negative
69
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.2
t
2.5
t
124
t
1.15
t
108
f
null
other
negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.04
t
3.7
t
169
t
1.14
t
148
f
null
SVI
negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2.2
t
75
t
0.85
t
88
f
null
SVI
negative
40
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
0.6
t
79
t
0.91
t
87
f
null
other
negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.7
t
3
t
68
t
0.85
t
80
f
null
SVI
negative
39
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.4
t
1.1
t
63
t
0.8
t
78
f
null
SVI
sick
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.4
t
64
t
0.79
t
81
f
null
SVI
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2.2
t
107
t
0.95
t
113
f
null
SVI
negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.7
t
94
t
0.85
t
110
f
null
other
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
9.2
t
2.5
t
106
t
1.13
t
94
f
null
SVHC
negative
66
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.1
t
2
t
128
t
1.04
t
123
f
null
SVI
negative
46
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
5
t
2
t
107
t
1.14
t
94
f
null
other
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
1.3
t
80
t
0.88
t
91
f
null
other
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.9
t
72
t
1.06
t
68
f
null
SVHC
negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
4.8
t
32
f
null
f
null
f
null
other
negative
78
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
2.1
t
1.8
t
80
t
0.72
t
111
f
null
other
negative
88
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2.2
t
96
t
0.93
t
103
f
null
SVHC
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
70
f
null
t
63
t
1.19
t
53
f
null
other
negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
2.4
t
100
t
0.8
t
124
f
null
SVI
negative
64
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
1.3
t
2.6
t
118
t
1.11
t
106
f
null
other
negative
48
F
t
f
f
f
f
f
f
f
f
t
f
f
f
f
t
1.5
t
2.5
t
101
t
0.97
t
104
f
null
SVHC
negative
42
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.9
f
null
t
141
t
1.08
t
131
f
null
other
negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.9
t
135
t
0.81
t
167
f
null
SVHC
negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.79
t
1.2
t
117
t
0.85
t
138
f
null
other
negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.3
f
null
t
147
t
1.07
t
138
f
null
other
negative
33
F
f
f
f
f
t
f
f
f
t
f
f
f
f
f
t
3
t
2.5
t
121
t
1.38
t
88
f
null
other
negative
58
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.8
f
null
t
63
t
0.86
t
73
f
null
other
negative
34
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.08
t
2.1
t
99
t
0.87
t
113
f
null
other
negative
16
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
6.2
f
null
t
108
t
1.14
t
94
f
null
other
negative
34
F
f
f
f
f
t
f
f
f
f
f
f
f
f
f
t
0.05
t
4.2
t
213
t
1.94
t
110
f
null
STMW
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
2
t
114
t
0.85
t
134
f
null
other
negative
32
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.7
t
85
t
0.84
t
101
f
null
other
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
f
null
t
68
t
0.64
t
106
f
null
other
negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.64
t
2.3
t
107
t
1.06
t
101
f
null
other
negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.1
t
2
t
111
t
0.97
t
114
f
null
SVHC
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.9
t
103
t
0.99
t
104
f
null
other
negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.8
t
2.4
t
96
t
1.06
t
90
f
null
other
negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.8
t
121
t
0.94
t
129
f
null
SVHC
negative
68
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.1
t
128
t
0.68
t
188
f
null
other
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.2
t
71
t
1
t
71
f
null
SVI
negative
68
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.47
f
null
t
117
t
1.02
t
115
f
null
other
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.52
t
1.3
t
138
t
1.07
t
129
f
null
other
negative
42
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
6.2
t
1.7
t
72
t
0.89
t
81
f
null
other
negative
54
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
1.9
t
111
t
0.99
t
112
f
null
SVI
negative
44
M
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.015
f
null
t
135
t
0.82
t
166
f
null
other
negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
1.6
t
134
t
1.2
t
112
f
null
other
negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2
t
87
t
0.84
t
103
f
null
SVHC
negative
84
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
f
null
t
154
t
0.97
t
159
f
null
other
negative
36
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.4
t
179
t
1.36
t
131
f
null
other
negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
f
null
t
137
t
1.06
t
129
f
null
other
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
1.7
t
87
t
0.87
t
100
f
null
SVI
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.9
t
96
t
0.78
t
124
f
null
SVHC
negative
69
M
f
f
f
f
f
f
f
f
f
f
f
t
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
50
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
3
f
null
t
106
t
1.07
t
99
f
null
other
negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.3
t
1.7
t
146
t
1.22
t
119
f
null
other
negative
71
F
f
f
f
t
f
f
f
f
t
f
f
f
f
f
t
0.03
t
3.8
t
171
t
1.13
t
151
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
1.4
t
95
t
1.11
t
86
f
null
SVI
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.9
t
111
t
0.92
t
121
f
null
SVI
negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
1.3
t
93
t
0.81
t
115
f
null
other
negative
63
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.025
t
1.6
t
124
t
0.89
t
139
f
null
other
negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.1
t
113
t
0.94
t
120
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.56
t
1.3
t
70
t
0.93
t
75
f
null
SVI
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.9
t
98
t
0.82
t
118
f
null
other
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2
t
91
t
0.95
t
96
f
null
SVI
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2.3
t
83
t
1.19
t
69
f
null
SVHC
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.1
t
2.3
t
88
t
0.91
t
97
f
null
SVI
negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.7
t
1.9
t
115
t
1.07
t
107
f
null
other
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.08
t
1.3
t
105
t
1.05
t
101
f
null
SVI
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
10
t
2.1
t
65
f
null
f
null
f
null
other
negative
67
F
f
f
f
t
f
f
f
f
f
f
f
t
f
f
t
1.3
t
2.2
t
104
t
0.92
t
114
f
null
other
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.9
t
2.4
t
95
t
1.21
t
78
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.5
t
113
t
1.06
t
106
f
null
SVI
negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.5
t
1.7
t
103
t
0.96
t
107
f
null
SVI
negative
41
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.4
f
null
t
91
t
0.96
t
95
f
null
other
negative
29
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7
f
null
t
98
t
0.85
t
114
f
null
other
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.4
t
1.3
t
107
t
1.12
t
95
f
null
other
negative
65
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.3
f
null
t
88
t
0.72
t
122
f
null
SVI
negative
87
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.025
t
1.6
t
134
t
0.79
t
170
f
null
other
negative
56
F
f
t
f
f
f
f
f
f
f
f
f
t
f
f
t
5.2
f
null
t
137
t
1.28
t
107
f
null
other
negative
47
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
2
t
110
t
1.02
t
108
f
null
other
negative
17
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
145
t
1.2
t
36
t
1.5
t
24
f
null
other
negative