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
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.04
f
null
t
141
t
1.03
t
137
f
null
other
negative
38
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.71
t
4.3
t
129
t
1.62
t
79
f
null
STMW
negative
74
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
6.3
t
1.2
t
80
t
0.92
t
87
f
null
other
negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2
t
83
t
1.31
t
63
f
null
SVI
negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
1.7
t
129
t
1.1
t
116
f
null
SVI
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7.5
t
4.1
t
139
t
1.65
t
84
f
null
SVI
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.79
t
1.9
t
107
t
0.99
t
108
f
null
other
negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.3
t
177
t
1.51
t
117
f
null
other
negative
94
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.9
f
null
t
157
t
1.02
t
154
f
null
SVI
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.9
t
159
t
1.04
t
153
f
null
other
negative
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
f
null
t
134
t
1.03
t
131
f
null
other
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.2
t
108
t
0.89
t
121
f
null
other
negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2.5
t
130
t
1.01
t
129
f
null
other
negative
25
F
f
f
f
t
f
f
f
t
f
f
f
f
f
f
t
8.9
t
1.7
t
62
t
0.75
t
83
f
null
SVHD
negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2.4
t
142
t
1.12
t
127
f
null
other
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
1.7
t
81
t
0.87
t
94
f
null
other
negative
68
?
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
0.8
t
98
t
0.82
t
119
f
null
SVI
sick
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
118
t
0.95
t
124
f
null
other
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.2
t
120
t
1.03
t
117
f
null
other
negative
82
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.3
t
1.4
t
131
t
1.08
t
121
f
null
SVI
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
7.6
t
120
t
1.04
t
116
f
null
SVI
negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.5
t
0.5
t
83
t
0.77
t
108
f
null
SVI
sick
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
1.6
t
155
t
0.72
t
216
f
null
other
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
1.8
t
122
t
0.85
t
144
f
null
SVI
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.8
t
2
t
87
t
0.95
t
91
f
null
other
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.7
t
93
t
0.78
t
119
f
null
SVI
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.1
t
2
t
125
t
0.97
t
128
f
null
other
negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.1
t
99
t
0.85
t
117
f
null
SVI
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2.2
t
98
t
1.03
t
96
f
null
SVI
negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.3
t
1.6
t
82
t
0.88
t
93
f
null
SVHC
negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3
t
2.2
t
91
t
1.11
t
82
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
1.7
t
130
t
1.2
t
109
f
null
SVI
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
9.9
t
0.7
t
111
t
0.92
t
120
f
null
SVI
sick
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.3
t
124
t
0.9
t
138
f
null
SVI
negative
82
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
3.2
t
1.4
t
76
t
0.86
t
88
f
null
SVI
negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.4
t
48
t
1.05
t
46
f
null
SVI
sick
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
2.1
t
91
t
0.98
t
92
f
null
SVHC
negative
78
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.6
t
0.3
t
87
t
0.95
t
91
f
null
SVI
sick
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
0.6
t
110
t
0.83
t
133
f
null
SVI
sick
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.2
t
0.5
t
130
t
0.85
t
153
f
null
SVI
sick
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.9
t
102
t
0.87
t
118
f
null
SVI
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.81
t
2.3
t
109
t
1.18
t
93
f
null
SVI
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
1.2
t
84
t
0.78
t
107
f
null
SVI
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.9
t
2.3
t
117
t
0.95
t
123
f
null
SVI
negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
89
t
0.2
t
10
t
1.13
t
9
f
null
SVI
negative
22
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
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
4.7
t
172
t
1.83
t
94
f
null
STMW
negative
81
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
0.3
t
102
t
0.96
t
106
f
null
SVI
sick
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.065
t
3.4
t
129
t
0.95
t
136
f
null
other
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.1
t
0.8
t
77
t
0.82
t
93
f
null
SVI
sick
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
2.3
t
129
t
1.29
t
100
f
null
STMW
negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.5
f
null
t
93
t
0.75
t
125
f
null
SVHC
negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
2.9
t
90
t
1.02
t
88
f
null
SVHC
negative
15
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.4
t
4.5
t
97
f
null
f
null
f
null
other
negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.6
t
1.9
t
81
t
1
t
82
f
null
SVI
negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.81
t
2.1
t
70
t
0.83
t
84
f
null
other
negative
22
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
2.7
t
136
t
1.27
t
107
f
null
other
negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.1
t
1.3
t
83
t
0.88
t
95
f
null
SVI
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.8
f
null
t
87
t
0.93
t
93
f
null
other
negative
57
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
2.6
t
0.7
t
115
f
null
f
null
f
null
SVI
sick
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.2
t
1.9
t
89
t
0.94
t
95
f
null
other
negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.8
t
102
t
0.99
t
103
f
null
SVI
negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.2
t
1.4
t
58
t
0.83
t
69
f
null
SVI
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.1
t
2.5
t
118
f
null
f
null
f
null
SVI
negative
21
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
115
t
1.08
t
107
f
null
other
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
f
null
t
118
t
1.02
t
115
f
null
other
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7.1
t
1.7
t
96
t
0.89
t
108
f
null
SVI
negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.8
t
81
t
1.16
t
70
f
null
other
negative
65
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.14
t
5.3
t
129
f
null
f
null
f
null
other
negative
32
F
t
f
f
f
t
f
f
f
f
f
f
f
f
f
t
0.05
t
3.9
t
289
t
1.75
t
165
f
null
other
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.7
t
138
t
1.34
t
103
f
null
other
negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.84
t
1.5
t
100
t
0.74
t
135
f
null
other
negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
2.1
t
97
f
null
f
null
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.005
t
3.6
t
119
t
0.9
t
133
f
null
other
negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2.1
t
115
t
0.97
t
119
f
null
other
negative
12
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.7
t
93
f
null
f
null
f
null
SVI
negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
1.3
t
109
t
0.89
t
122
f
null
SVI
negative
20
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.6
t
171
t
1.12
t
153
f
null
other
negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.2
t
87
t
1.17
t
74
f
null
other
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.3
t
89
t
0.94
t
95
f
null
other
negative
27
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.4
t
121
t
1.23
t
98
f
null
other
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
1.1
t
171
t
1.09
t
157
f
null
other
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.3
t
144
t
0.95
t
152
f
null
SVI
negative
62
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.1
t
2.4
t
81
t
0.97
t
84
f
null
other
negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.2
t
99
t
0.82
t
120
f
null
SVHC
negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
1.7
t
104
f
null
f
null
f
null
other
negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.5
t
70
t
0.77
t
91
f
null
SVI
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
9.6
t
1.9
t
79
t
1
t
80
f
null
SVI
negative
80
F
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
1.7
t
83
t
1.11
t
76
f
null
other
negative
83
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.44
f
null
t
145
t
1.08
t
135
f
null
other
negative
26
F
f
f
f
f
t
f
f
f
f
f
f
f
f
f
t
0.3
f
null
t
151
t
1.97
t
76
f
null
other
negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3
t
2.1
t
80
t
0.89
t
91
f
null
other
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
1
t
88
t
0.94
t
94
f
null
SVHC
sick
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.4
t
76
t
0.57
t
132
f
null
other
negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
34
t
0.7
t
52
t
1.11
t
47
f
null
SVI
negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.9
t
100
t
1.02
t
98
f
null
SVHC
negative
29
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.4
t
1.7
t
94
t
0.97
t
97
f
null
other
negative
55
M
f
f
f
t
f
f
f
t
f
f
f
f
f
f
t
8.6
t
0.3
t
73
t
0.76
t
96
f
null
SVI
sick
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
0.9
t
72
t
0.77
t
94
f
null
SVI
sick