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
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
f
null
t
114
t
0.89
t
129
f
null
other
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
86
t
0.98
t
88
f
null
other
negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
f
null
t
98
t
1.02
t
96
f
null
other
negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
11
t
1.2
t
86
t
0.85
t
101
f
null
SVI
negative
57
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
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
2.3
t
192
t
1.47
t
130
f
null
other
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.9
t
1.9
t
122
t
0.95
t
129
f
null
SVI
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
0.8
t
99
t
0.79
t
126
f
null
SVI
sick
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.7
t
1.9
t
96
t
1.12
t
85
f
null
SVI
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
28
t
1.8
t
72
t
0.87
t
82
f
null
SVI
negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.72
t
0.5
t
78
t
0.95
t
82
f
null
SVI
sick
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.3
t
62
t
0.75
t
83
f
null
SVHC
negative
53
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.63
t
1.6
t
115
t
0.9
t
128
f
null
other
negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.61
t
1.6
t
103
t
0.93
t
111
f
null
SVI
negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.8
t
101
t
1.17
t
86
f
null
other
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
2.4
t
77
t
0.99
t
78
f
null
SVI
negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.1
f
null
t
85
t
0.92
t
92
f
null
other
negative
67
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.6
f
null
t
76
t
0.86
t
88
f
null
other
negative
63
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.4
t
90
t
0.91
t
100
f
null
SVI
negative
54
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
2.1
t
127
t
1.24
t
102
f
null
SVI
negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3
t
2
t
115
t
1.1
t
104
f
null
SVHC
negative
20
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.6
t
2.4
t
93
t
0.92
t
101
f
null
SVI
negative
48
F
f
f
f
f
f
f
f
f
t
f
f
t
f
f
t
0.42
t
2.5
t
93
t
1.14
t
82
f
null
other
negative
68
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.3
t
1.5
t
112
t
0.99
t
114
f
null
other
negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.37
t
1.7
t
140
t
0.77
t
182
f
null
SVI
negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.73
f
null
t
194
t
0.97
t
200
f
null
STMW
negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
1.7
t
83
t
0.86
t
97
f
null
other
negative
56
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.5
f
null
t
103
t
1.07
t
97
f
null
SVI
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
22
t
0.2
t
4
t
1.01
t
4
f
null
other
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.4
t
104
t
0.81
t
128
f
null
SVHC
negative
54
F
f
f
f
f
f
f
f
f
f
t
f
f
f
f
t
2.9
t
2.5
t
74
t
0.99
t
75
f
null
SVHC
negative
29
F
f
f
f
f
f
f
f
f
t
f
f
t
f
f
f
null
t
1.6
t
86
t
0.78
t
111
f
null
other
negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
2.5
t
109
t
1.08
t
100
f
null
other
negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.015
t
2.7
t
122
t
0.83
t
147
f
null
other
negative
43
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.6
t
1.8
t
137
t
1.02
t
134
f
null
other
negative
65
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
99
t
0.53
t
188
f
null
other
negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2
t
1.3
t
97
t
0.9
t
108
f
null
SVHC
negative
72
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.1
t
1.6
t
94
t
0.92
t
102
f
null
other
negative
44
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
2
t
1.3
t
136
t
0.94
t
145
f
null
SVHD
negative
36
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.22
t
4
t
191
t
0.98
t
194
f
null
other
negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.17
t
1.7
t
120
t
0.98
t
122
f
null
other
negative
68
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.5
t
74
t
0.72
t
103
f
null
SVI
negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
2.4
t
113
t
1.34
t
84
f
null
SVI
negative
34
F
f
f
f
f
t
f
f
f
t
f
f
f
f
f
t
0.005
t
3.5
t
198
t
1.79
t
111
f
null
STMW
negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.53
t
2.1
t
94
t
0.95
t
99
f
null
SVI
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
f
null
t
140
t
1.63
t
86
f
null
other
negative
57
M
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
77
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
36
f
null
t
82
t
1.02
t
81
f
null
other
negative
65
F
f
f
f
t
f
f
f
f
t
f
f
f
f
f
t
0.025
t
3.9
t
133
t
1.23
t
108
f
null
other
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
0.4
t
56
t
0.68
t
83
f
null
SVI
sick
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2
t
109
t
1.09
t
100
f
null
SVHC
negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
0.8
t
103
t
0.73
t
141
f
null
SVI
sick
75
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.12
t
1.5
t
117
t
0.94
t
125
f
null
SVI
negative
50
M
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
15
t
2
t
71
t
1.08
t
66
f
null
other
negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
1.6
t
96
t
0.79
t
122
f
null
SVI
negative
18
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2.1
t
79
t
1.1
t
72
f
null
other
negative
47
?
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.02
t
1.9
t
111
t
0.93
t
119
f
null
other
negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2.4
t
112
t
1.03
t
109
f
null
other
negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.75
t
1.8
t
114
t
1.01
t
113
f
null
other
negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.8
t
118
t
0.99
t
119
f
null
SVHC
negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
1.4
t
86
t
0.75
t
114
f
null
SVHC
negative
65
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.02
t
3.1
t
114
t
0.91
t
126
f
null
other
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
1.2
t
105
t
0.91
t
115
f
null
SVHC
negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
29
t
1.6
t
47
t
0.97
t
48
f
null
other
negative
61
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
6.4
t
2.4
t
141
t
1.26
t
112
f
null
SVI
negative
34
F
t
f
t
f
f
f
f
f
f
f
f
f
f
f
t
26
t
3.7
t
107
t
1.21
t
88
f
null
other
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.73
t
2
t
92
t
0.95
t
97
f
null
SVI
negative
58
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.7
t
2.4
t
133
t
1.15
t
116
f
null
other
negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
2
t
134
t
0.79
t
170
f
null
SVI
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
10
t
2
t
69
t
0.96
t
71
f
null
SVI
negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
3.1
t
107
t
1.05
t
103
f
null
SVHC
negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.81
t
2.8
t
106
t
1.32
t
81
f
null
SVHC
negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
2.2
t
151
t
0.91
t
166
f
null
other
negative
73
?
f
f
f
f
t
f
f
f
f
f
f
f
f
f
t
2.2
t
2.5
t
110
t
1.28
t
85
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.42
t
3
t
91
t
1.15
t
79
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
1.8
t
162
t
0.99
t
164
f
null
other
sick
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
t
5.3
t
181
t
1.04
t
174
f
null
other
negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3
t
1.4
t
103
t
1.1
t
94
f
null
other
negative
52
M
f
f
f
f
f
t
t
f
f
f
f
f
f
f
t
0.04
t
1.9
t
86
t
0.77
t
112
f
null
other
negative
58
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
3.2
t
2.1
t
75
t
1.04
t
72
f
null
other
negative
91
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
1.3
t
126
t
0.96
t
132
f
null
SVI
negative
71
F
t
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.5
f
null
t
126
t
1.02
t
124
f
null
other
negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.035
t
3.3
t
116
f
null
f
null
f
null
other
negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1
t
115
t
0.92
t
125
f
null
SVI
sick
74
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.7
t
2.2
t
99
t
1.04
t
96
f
null
other
negative
41
F
f
f
f
f
t
f
f
f
t
f
f
f
f
f
t
0.2
f
null
t
430
t
1.09
t
395
f
null
STMW
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
1.3
t
108
t
0.79
t
137
f
null
SVI
negative
58
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
74
t
0.82
t
90
f
null
other
negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.75
t
2.3
t
109
t
1.14
t
95
f
null
SVHD
negative
83
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
19
f
null
t
148
t
1.11
t
134
f
null
other
negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.9
t
98
t
0.89
t
110
f
null
SVHC
negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.6
t
2.1
t
89
t
0.86
t
103
f
null
SVHC
negative
28
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
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.71
t
1.7
t
102
t
1.12
t
92
f
null
SVI
negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
2
t
112
t
1.01
t
111
f
null
SVI
negative
83
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.2
t
0.9
t
69
t
0.74
t
93
f
null
SVI
sick
43
F
f
f
f
f
f
f
t
f
t
f
f
f
f
f
t
3.5
t
1.7
t
99
t
1.14
t
87
f
null
other
negative
51
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
54
?
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.01
t
3.6
t
142
t
1.23
t
115
f
null
other
negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
f
null
t
134
t
0.98
t
137
f
null
SVI
negative