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
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.03
t
1.8
t
83
t
1.19
t
69
f
null
other
negative
35
F
f
f
f
f
f
f
f
f
f
f
t
f
f
f
f
null
f
null
t
89
t
1.1
t
81
f
null
other
negative
63
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
f
null
t
166
t
0.97
t
170
f
null
other
negative
30
F
f
f
f
f
t
f
f
f
f
f
f
f
f
f
t
1.1
t
3.6
t
159
t
1.65
t
96
f
null
STMW
negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
2
t
83
t
0.87
t
96
f
null
SVHC
negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.4
t
103
t
1.14
t
90
f
null
other
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
9.7
t
1.1
t
77
t
0.79
t
97
f
null
SVI
sick
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
1.3
t
87
t
0.89
t
97
f
null
SVI
negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.3
t
108
t
1.03
t
105
f
null
SVI
negative
30
F
f
t
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2
t
80
t
0.72
t
110
f
null
SVI
negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
f
null
t
110
t
0.94
t
117
f
null
other
negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.5
t
114
t
1.11
t
103
f
null
SVHC
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.61
t
1.8
t
96
t
1.03
t
94
f
null
SVI
negative
76
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.9
t
2.2
t
105
t
1.09
t
96
f
null
other
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
f
null
f
null
f
null
f
null
f
null
other
negative
60
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
2
t
2.2
t
128
t
1.24
t
103
f
null
SVHD
negative
26
M
f
f
f
f
f
f
f
f
f
f
t
f
f
f
t
2.2
t
2.9
t
85
t
1.08
t
79
f
null
other
negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.8
t
1.2
t
44
t
0.87
t
51
f
null
other
negative
16
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
1.1
t
96
t
0.87
t
111
f
null
SVI
sick
46
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.05
t
2.2
t
97
t
0.77
t
125
f
null
other
negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
3.1
t
2.7
t
131
t
1.03
t
126
f
null
SVHC
negative
58
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
18
t
2.1
t
68
t
1.08
t
63
f
null
other
negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.74
t
1.5
t
72
t
0.5
t
145
f
null
SVHC
negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.6
t
103
t
0.9
t
114
f
null
other
negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.6
t
94
t
0.8
t
119
f
null
other
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.9
t
66
t
0.71
t
93
f
null
other
negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
2.4
t
87
t
0.94
t
93
f
null
SVHC
negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
1.8
t
107
t
1.1
t
98
f
null
other
negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
2.3
t
102
t
1
t
102
f
null
SVHC
negative
21
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
3.1
t
164
t
0.81
t
201
f
null
other
negative
81
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.5
t
2.2
t
102
t
0.85
t
119
f
null
SVI
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.8
t
1.6
t
106
t
0.88
t
120
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
t
2.3
t
98
t
1.08
t
91
f
null
other
negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.54
t
1.8
t
160
t
1.1
t
146
f
null
other
negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
2.2
t
85
t
1.06
t
80
f
null
SVHC
negative
71
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
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.7
t
2.3
t
136
t
1.07
t
127
f
null
SVHC
negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
440
t
0.5
t
24
t
1.32
t
18
f
null
other
negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.5
t
97
t
0.94
t
104
f
null
other
negative
39
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
63
t
0.87
t
72
f
null
other
negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
f
null
t
131
t
0.83
t
158
f
null
other
negative
37
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
f
null
t
133
t
0.98
t
136
f
null
other
negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
99
t
0.99
t
100
f
null
other
negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.75
t
2.3
t
119
t
0.94
t
126
f
null
other
negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.8
t
144
t
1.17
t
123
f
null
other
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
f
null
t
110
t
1.02
t
108
f
null
other
negative
68
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
26
t
0.3
t
6
t
0.8
t
7.6
f
null
other
negative
18
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.03
f
null
t
183
t
1.3
t
141
f
null
other
negative
49
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
81
t
1.14
t
71
f
null
other
negative
73
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.7
t
1.8
t
198
t
1
t
198
f
null
other
negative
25
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.6
t
78
t
0.88
t
89
f
null
SVHD
negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.9
t
83
t
1.03
t
81
f
null
SVI
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.9
t
115
t
1.07
t
107
f
null
other
negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
134
t
1.29
t
104
f
null
other
negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
95
t
0.76
t
125
f
null
other
negative
89
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
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
65
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
12
t
1.2
t
118
t
0.9
t
130
f
null
other
negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2.4
t
1.2
t
95
t
0.8
t
119
f
null
SVHC
negative
81
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
1.9
t
1.5
t
71
t
0.78
t
91
f
null
other
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
1.9
t
108
t
1.06
t
102
f
null
SVI
negative
74
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.28
t
1.3
t
138
t
0.83
t
166
f
null
SVI
negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6
t
1.5
t
97
t
0.88
t
110
f
null
other
negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
1.5
t
114
t
0.99
t
115
f
null
SVI
negative
58
?
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.04
t
2.6
t
117
t
1.02
t
114
f
null
other
negative
41
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.8
f
null
t
149
t
1
t
148
f
null
other
negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
f
null
t
56
t
1.12
t
50
f
null
SVI
sick
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.6
t
96
f
null
f
null
f
null
other
negative
88
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
13
f
null
t
123
t
0.99
t
124
f
null
SVI
negative
47
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.2
t
2.1
t
130
t
0.99
t
131
f
null
other
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
1.8
t
94
t
1
t
94
f
null
other
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.7
t
1.9
t
146
t
1.19
t
123
f
null
SVHC
negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.07
t
1.9
t
112
t
0.94
t
119
f
null
other
negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.8
t
122
t
1.1
t
111
f
null
other
negative
61
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
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
2.2
t
113
t
1.17
t
97
f
null
SVI
negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2
t
92
t
1
t
92
f
null
SVI
negative
21
F
f
f
f
f
t
f
f
f
f
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.6
t
122
t
0.81
t
152
f
null
other
negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.7
t
91
t
0.98
t
93
f
null
other
negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
1.6
t
97
t
0.78
t
125
f
null
SVI
negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.04
t
3.5
t
158
t
1.59
t
100
f
null
STMW
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
11
t
0.4
t
102
f
null
f
null
f
null
SVI
sick
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.6
t
140
t
1.1
t
127
f
null
other
negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.9
f
null
t
85
t
0.89
t
95
f
null
other
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
0.2
t
99
t
0.72
t
138
f
null
SVI
sick
76
?
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.4
t
2.4
t
118
t
0.91
t
130
f
null
other
negative
62
F
t
f
f
f
f
t
f
f
f
f
f
f
f
f
t
3.4
t
1.3
t
134
t
1.19
t
113
f
null
other
negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
14.8
t
1.5
t
61
t
0.85
t
72
f
null
SVI
negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
2.1
t
98
t
0.99
t
100
f
null
SVI
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
2.1
t
123
t
1.03
t
119
f
null
SVI
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.1
t
1.8
t
87
t
0.89
t
98
f
null
other
negative
45
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.005
f
null
t
132
t
0.9
t
147
f
null
SVI
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.8
t
99
t
0.83
t
119
f
null
other
negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1
t
130
t
0.88
t
148
f
null
SVI
sick
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
2.2
t
138
t
0.97
t
143
f
null
other
negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.8
t
80
t
0.91
t
88
f
null
SVHC
negative
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.03
t
4.1
t
160
t
0.78
t
204
f
null
other
negative
66
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
3.8
t
2.1
t
79
t
1.07
t
74
f
null
other
negative
59
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
2.5
t
90
t
0.85
t
106
f
null
other
negative