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
63
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.43
t
2.9
t
118
t
1.42
t
83
f
null
other
negative
55
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
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.72
t
1.2
t
61
t
0.87
t
70
f
null
SVI
negative
70
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2.6
t
144
t
1.2
t
120
f
null
SVHD
negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
109
t
0.2
t
3
t
1.02
t
3
f
null
other
negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
1.1
t
69
t
0.6
t
114
f
null
SVI
sick
64
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.82
f
null
t
125
t
1.01
t
124
f
null
other
negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.85
t
2.5
t
108
t
1.09
t
99
f
null
other
negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.86
t
2.7
t
94
f
null
f
null
f
null
other
negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
f
null
t
98
t
0.99
t
99
f
null
other
negative
69
M
t
f
f
f
f
f
t
f
f
f
f
f
f
f
t
1.3
t
2
t
121
t
1.07
t
113
f
null
other
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
3.1
t
136
t
1.07
t
127
f
null
other
negative
54
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.58
t
2.6
t
100
t
1.01
t
99
f
null
other
negative
67
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.7
t
0.7
t
79
t
0.77
t
102
f
null
SVI
sick
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.9
t
94
t
1.15
t
82
f
null
SVHC
negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2.7
t
93
t
0.99
t
94
f
null
SVHC
negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
1.6
t
135
t
0.86
t
157
f
null
other
negative
41
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.2
t
3.8
t
253
t
1.24
t
204
f
null
STMW
negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.5
t
61
t
0.91
t
67
f
null
other
negative
63
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
6.5
t
0.7
t
86
t
0.72
t
120
f
null
SVI
sick
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.6
t
1.5
t
94
t
1.02
t
92
f
null
SVI
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7.1
t
1.4
t
88
t
0.93
t
95
f
null
other
negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
f
null
t
78
t
1.02
t
77
f
null
SVI
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
2.6
t
134
t
0.99
t
136
f
null
SVI
negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
12
f
null
t
68
t
0.62
t
111
f
null
other
negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
9.1
t
2
t
72
t
0.9
t
80
f
null
other
negative
55
F
t
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
34
F
t
f
f
f
f
f
f
f
f
f
t
f
f
f
f
null
f
null
t
103
t
1.38
t
75
f
null
other
negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
0.6
t
120
t
1.06
t
113
f
null
SVI
sick
38
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
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.5
t
1.6
t
108
t
1.14
t
95
f
null
SVHC
negative
67
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.52
t
1.4
t
129
t
0.96
t
134
f
null
other
negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
f
null
t
100
t
0.79
t
127
f
null
other
negative
69
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
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.1
t
2.2
t
74
f
null
f
null
f
null
other
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
f
null
t
92
t
0.91
t
101
f
null
other
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
1.4
t
71
t
0.72
t
99
f
null
other
negative
54
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.9
f
null
t
113
t
0.9
t
125
f
null
other
negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
f
null
t
129
t
1.05
t
123
f
null
other
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
2.2
t
83
t
1
t
82
f
null
other
negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2
t
121
t
0.81
t
149
f
null
SVI
negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
10
t
1
t
84
t
1.39
t
60
f
null
SVI
negative
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
f
null
t
170
t
0.96
t
177
f
null
other
negative
73
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
3.9
t
0.9
t
62
t
0.54
t
115
f
null
SVI
sick
65
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
12
f
null
t
99
t
1.14
t
87
f
null
other
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
112
t
0.97
t
116
f
null
other
negative
38
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.5
t
95
t
0.91
t
104
f
null
SVI
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
2.8
t
199
t
1.46
t
137
f
null
STMW
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.7
t
2
t
45
f
null
f
null
f
null
SVHC
negative
38
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.8
t
2
t
102
t
1.16
t
89
f
null
other
negative
56
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.3
t
1.8
t
104
f
null
f
null
f
null
other
negative
51
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
77
t
0.77
t
99
f
null
other
negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2.8
t
143
t
1.3
t
110
f
null
SVI
negative
47
F
f
f
f
f
f
f
f
f
t
f
f
t
f
f
t
0.005
t
3
t
145
t
1.23
t
117
f
null
other
negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
1.8
t
88
f
null
f
null
f
null
other
negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.8
t
2.5
t
147
t
1.13
t
129
f
null
SVHC
negative
65
F
f
f
f
f
f
f
t
t
t
f
f
f
f
f
t
1.3
t
2.1
t
162
t
1.19
t
137
f
null
other
negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2.8
t
146
t
1.1
t
133
f
null
SVI
negative
70
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.005
t
1.7
t
71
t
1.08
t
66
f
null
other
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2
t
144
t
1
t
145
f
null
SVHC
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.015
t
1.8
t
180
t
0.82
t
219
f
null
other
sick
74
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.33
t
2.3
t
99
t
0.98
t
101
f
null
other
negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2.3
t
2.5
t
114
t
1.07
t
106
f
null
SVHC
negative
70
F
t
t
f
f
f
f
f
f
f
f
f
f
f
f
t
0.07
t
0.9
t
104
t
0.83
t
124
f
null
other
negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.5
t
101
t
0.89
t
113
f
null
SVI
negative
7
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
f
null
t
155
t
0.94
t
165
f
null
other
negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
1.8
t
84
t
0.98
t
86
f
null
other
negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
0.9
t
83
t
0.78
t
106
f
null
SVI
sick
38
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
1.8
t
93
t
0.95
t
98
f
null
other
negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
1.1
t
93
t
0.73
t
127
f
null
other
negative
29
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.2
t
84
t
0.67
t
125
f
null
other
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
4.6
f
null
t
157
t
1.71
t
92
f
null
STMW
negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
1.7
t
101
f
null
f
null
f
null
other
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
2.3
t
101
t
0.95
t
106
f
null
other
negative
69
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.5
f
null
f
null
f
null
f
null
other
negative
68
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.41
f
null
t
123
t
0.98
t
125
f
null
other
negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2
t
106
t
1.01
t
105
f
null
SVI
negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.51
f
null
t
90
t
0.81
t
111
f
null
other
negative
57
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
t
1.8
t
71
t
0.72
t
99
f
null
other
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.5
t
2.2
t
118
t
1.01
t
117
f
null
SVI
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
3.2
t
207
t
1.57
t
132
f
null
STMW
negative
65
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.36
t
2.4
t
128
t
1.01
t
127
f
null
SVI
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.16
f
null
f
null
f
null
f
null
f
null
SVHD
negative
71
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
38
t
0.4
t
37
t
0.74
t
50
f
null
SVI
negative
67
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.81
f
null
t
84
t
0.83
t
101
f
null
other
negative
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.6
t
124
t
1.01
t
122
f
null
SVI
negative
50
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
75
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.8
t
2
t
102
t
0.83
t
124
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
1.4
t
92
t
0.92
t
101
f
null
SVI
negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
11
t
2.6
t
91
f
null
f
null
f
null
other
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
1.8
t
80
t
0.77
t
104
f
null
SVI
negative
74
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
f
null
t
175
t
1.15
t
153
f
null
other
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.9
t
1
t
104
t
0.75
t
137
f
null
SVI
sick
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.4
t
2.5
t
134
t
1.12
t
120
f
null
SVHC
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
1.7
t
119
f
null
f
null
f
null
SVI
negative
64
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.68
t
1.4
t
92
t
0.81
t
114
f
null
SVI
negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
8.6
t
1.1
t
84
t
0.74
t
114
f
null
SVI
sick
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.8
t
76
t
1.02
t
75
f
null
SVI
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
f
null
t
115
t
0.9
t
128
f
null
SVI
negative
35
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
0.14
t
1.9
t
73
t
1.16
t
63
f
null
other
negative