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
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
3.8
t
263
t
1.7
t
155
f
null
SVHD
negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.6
t
106
t
1.4
t
76
f
null
other
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
1.4
t
79
t
0.77
t
103
f
null
SVI
negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.3
t
1.9
t
117
t
1.08
t
108
f
null
SVHC
negative
29
F
f
f
f
f
t
f
f
f
f
f
f
f
f
f
t
0.15
t
3.6
t
144
t
1.76
t
82
f
null
STMW
negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
2.8
t
84
t
0.99
t
86
f
null
other
negative
82
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
6.6
t
1.6
t
92
t
1
t
91
f
null
SVHC
negative
26
F
f
t
f
f
f
f
f
f
f
f
f
f
f
f
t
9.2
t
1.6
t
104
t
1.12
t
93
f
null
other
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.1
t
69
t
0.81
t
86
f
null
other
negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
2.8
t
91
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
f
null
f
null
f
null
f
null
other
negative
28
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
f
null
t
209
t
1.08
t
194
f
null
other
negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
f
null
t
184
t
1.21
t
153
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
3.1
t
1.8
t
87
t
1.16
t
75
f
null
SVHC
negative
27
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
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
1.2
t
81
t
0.99
t
82
f
null
SVI
negative
73
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.2
t
2.5
t
136
t
0.89
t
153
f
null
other
negative
34
F
f
f
f
f
t
f
f
f
t
f
f
f
f
f
t
0.035
t
2.5
t
119
t
1.55
t
76
f
null
other
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
0.9
t
105
t
0.61
t
173
f
null
SVI
negative
30
F
f
f
f
f
f
f
f
f
f
f
t
f
f
f
f
null
t
1.8
t
89
t
1.05
t
85
f
null
other
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.77
t
3.2
t
175
t
1.47
t
119
f
null
other
negative
32
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
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2
t
135
t
1.21
t
111
f
null
other
negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.5
t
88
t
0.95
t
93
f
null
other
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
2
t
90
t
0.93
t
97
f
null
other
negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
1.9
t
108
t
1.04
t
103
f
null
SVHC
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.4
t
2.7
t
94
t
1.14
t
82
f
null
SVI
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
3.3
t
0.7
t
76
t
0.72
t
105
f
null
SVHC
sick
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
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.3
t
2.2
t
109
t
1.07
t
101
f
null
SVI
negative
17
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.6
t
2.6
t
102
t
0.97
t
106
f
null
other
negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.2
t
85
t
1.13
t
75
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.09
t
1.3
t
80
t
1.02
t
79
f
null
other
negative
41
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
f
null
t
97
t
0.86
t
112
f
null
other
negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
f
null
t
100
t
1
t
100
f
null
other
negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1
t
92
t
0.56
t
164
f
null
SVI
sick
36
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
f
null
t
187
t
1.69
t
111
f
null
other
negative
78
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.64
t
1.7
t
113
t
0.99
t
115
f
null
SVI
negative
67
?
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.2
t
0.9
t
75
t
0.73
t
102
f
null
other
sick
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.3
t
92
t
1.05
t
88
f
null
other
negative
53
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
2.4
t
3.7
t
172
t
1.67
t
103
f
null
other
negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
13
t
1.9
t
61
t
0.82
t
74
f
null
SVI
negative
60
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.7
t
109
t
0.84
t
130
f
null
SVI
negative
45
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
t
1.3
f
null
f
null
f
null
f
null
other
negative
62
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.005
t
2.1
t
130
t
0.99
t
131
f
null
other
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
2.2
t
146
t
1.48
t
98
f
null
SVI
negative
54
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.5
t
128
t
1.12
t
114
f
null
other
negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
1.9
t
94
t
0.91
t
102
f
null
other
negative
53
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
f
null
t
129
t
1.08
t
119
f
null
other
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2
t
113
t
1.03
t
110
f
null
other
negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2.8
t
96
t
0.94
t
103
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
7
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
2.3
t
54
t
0.86
t
63
f
null
other
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.92
f
null
t
98
t
0.79
t
125
f
null
other
negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.72
t
2.1
t
114
t
1.11
t
103
f
null
other
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.6
t
130
t
1.05
t
123
f
null
SVI
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
1.4
t
140
t
1.13
t
124
f
null
SVI
negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
2.1
t
102
t
0.93
t
110
f
null
SVI
negative
50
F
f
f
f
f
f
f
f
t
t
f
f
t
f
f
t
40
t
2.2
t
75
t
1.01
t
74
f
null
other
negative
33
M
f
f
f
f
f
f
f
f
f
t
f
f
f
f
t
1.8
t
2.4
t
120
t
0.99
t
121
f
null
SVHC
negative
68
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
12
t
1.4
t
111
t
1.2
t
93
f
null
SVI
negative
30
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
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
70
t
0.5
t
2.9
t
1.05
t
2.8
f
null
other
negative
34
F
f
f
f
f
t
f
f
f
t
f
f
f
f
f
t
0.02
t
3.7
t
196
t
1.65
t
119
f
null
STMW
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
f
null
t
104
t
1.06
t
98
f
null
other
negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
0.7
t
91
t
0.83
t
110
f
null
SVI
sick
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
3.4
t
91
t
0.97
t
94
f
null
SVI
negative
34
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
3.9
t
200
t
1.36
t
147
f
null
STMW
negative
71
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.9
t
1.5
t
135
t
1.06
t
127
f
null
other
negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.7
t
2
t
19
t
1.12
t
17
f
null
SVI
sick
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.1
t
2
t
123
t
0.91
t
135
f
null
SVHC
negative
41
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
5.1
t
1.8
t
91
t
1.12
t
82
f
null
other
negative
41
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
16
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
30
t
1.2
t
30
t
1.45
t
21
f
null
other
negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
2.2
t
80
t
1.07
t
75
f
null
other
negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.4
t
106
t
0.92
t
115
f
null
SVI
negative
49
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.12
t
2.3
t
181
t
1.11
t
164
f
null
other
negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3
t
1.6
t
71
t
0.82
t
86
f
null
other
negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.8
t
142
t
0.99
t
143
f
null
other
negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
63
t
0.88
t
72
f
null
other
negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
2.5
t
133
t
1.08
t
123
f
null
SVHC
negative
67
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.1
t
2
t
83
t
0.96
t
87
f
null
SVI
negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.2
t
118
t
0.89
t
132
f
null
SVHC
negative
31
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
2.5
t
165
t
0.9
t
184
f
null
STMW
negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.65
t
0.9
t
92
t
0.71
t
129
f
null
SVI
sick
34
F
f
f
f
f
t
f
f
t
f
f
f
f
f
f
t
0.2
t
5
t
223
t
1.69
t
131
f
null
STMW
negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
1.3
t
93
t
1.01
t
91
f
null
SVI
negative
24
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.78
t
2.5
t
148
t
1.23
t
120
f
null
other
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.7
t
109
t
0.93
t
117
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.82
t
2.6
t
180
t
1.42
t
126
f
null
SVI
negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
3
t
114
t
0.93
t
122
f
null
SVHC
negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.8
t
2
t
139
t
1.02
t
137
f
null
SVHC
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
18
t
1.5
t
98
t
0.88
t
112
f
null
other
negative
30
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.8
t
96
t
0.93
t
103
f
null
other
negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.02
t
2.3
t
122
t
1.66
t
73
f
null
STMW
negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
31
t
0.8
t
13
t
1.19
t
11
f
null
other
negative
84
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
1.1
t
2.2
t
115
t
0.95
t
121
f
null
SVI
negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.3
t
1.8
t
109
t
0.91
t
119
f
null
SVHC
negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.5
t
1.8
t
72
t
0.86
t
84
f
null
SVI
negative