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
1.2
t
2
t
110
t
0.96
t
114
f
null
SVI
negative
61
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2.2
t
83
t
0.83
t
101
f
null
SVHD
negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
f
null
t
88
t
0.87
t
100
f
null
other
negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.31
t
2
t
123
t
1.15
t
107
f
null
other
negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
1.4
t
120
t
0.87
t
138
f
null
other
negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
101
t
1.09
t
93
f
null
other
negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
8.1
t
2.4
t
132
t
1.28
t
103
f
null
other
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
0.7
t
78
t
0.82
t
95
f
null
SVI
sick
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.4
t
1.6
t
105
f
null
f
null
f
null
other
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
2.2
t
94
t
0.89
t
106
f
null
SVI
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.3
t
1.1
t
56
t
0.86
t
65
f
null
SVI
sick
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.41
t
0.8
t
105
t
0.82
t
127
f
null
SVI
sick
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
27
t
2.3
t
135
t
1.54
t
88
f
null
other
negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.2
t
1.5
t
83
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
8.5
t
2.1
t
91
t
1.16
t
79
f
null
other
negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
1.1
t
62
t
0.7
t
89
f
null
SVI
sick
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.7
t
2.4
t
126
t
0.92
t
136
f
null
SVHC
negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
2.4
t
100
f
null
f
null
f
null
other
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
1.8
t
142
t
1.05
t
135
f
null
other
negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2
t
127
t
1.13
t
113
f
null
SVI
negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.8
t
1.9
t
118
t
1.07
t
110
f
null
SVHC
negative
59
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
9.7
f
null
t
81
t
0.96
t
84
f
null
other
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.9
t
126
t
0.9
t
141
f
null
SVI
negative
60
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
183
t
1.1
t
45
t
0.97
t
46
f
null
other
negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.4
t
3.8
t
127
t
1.14
t
112
f
null
SVHC
negative
16
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
9.7
f
null
t
98
t
1.3
t
76
f
null
other
negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.6
t
90
t
0.97
t
93
f
null
other
negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.88
t
0.3
t
46
t
0.58
t
79
f
null
SVI
negative
18
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
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.7
t
3.6
t
115
t
1.23
t
93
f
null
SVHC
negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
f
null
t
142
t
1.2
t
118
f
null
other
negative
41
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
50
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
11
t
2.2
t
95
t
1.1
t
86
f
null
other
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.2
t
90
t
0.82
t
110
f
null
SVI
negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.2
t
133
t
0.78
t
171
f
null
other
negative
55
F
t
t
f
t
f
f
f
f
f
f
f
f
f
f
t
0.005
t
1.6
t
115
t
0.84
t
138
f
null
SVHD
negative
39
F
f
f
f
f
f
f
f
t
t
f
f
f
f
f
t
0.2
t
2.2
t
106
t
0.75
t
141
f
null
other
negative
38
F
f
f
f
f
f
f
f
f
f
f
t
t
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.7
t
150
t
1.22
t
124
f
null
SVHC
negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.9
t
94
t
0.89
t
105
f
null
other
negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.1
t
2
t
139
t
1.04
t
134
f
null
SVHC
negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
2.3
t
103
t
1.05
t
98
f
null
other
negative
28
F
f
f
t
f
f
f
f
f
t
f
f
f
f
f
t
0.15
t
1.9
t
75
t
1.12
t
67
f
null
other
negative
71
M
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
25
t
0.3
t
31
t
0.68
t
46
f
null
SVI
negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.75
t
1.4
t
112
t
0.86
t
130
f
null
SVHC
negative
70
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.7
t
1
t
112
t
1.02
t
110
f
null
SVI
sick
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
1.9
t
83
t
0.74
t
112
f
null
SVI
negative
47
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
2
t
128
t
0.94
t
136
f
null
other
negative
59
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
f
t
1.9
t
2
t
106
t
1.01
t
104
f
null
SVHC
negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.9
t
0.7
t
82
t
0.79
t
104
f
null
SVI
sick
71
F
t
f
f
f
f
f
t
t
t
f
f
f
f
f
t
2.4
t
1.9
t
133
t
1.09
t
123
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
75
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
0.31
t
2.2
t
85
t
1.19
t
71
f
null
other
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
2.2
t
121
t
1.01
t
121
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.82
t
1.4
t
91
t
0.97
t
94
f
null
other
negative
33
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
8.2
t
1.5
t
74
t
0.9
t
83
f
null
STMW
negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
468
t
0.7
t
21
t
1.1
t
19
f
null
other
negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3
t
2.7
t
91
t
0.92
t
98
f
null
SVHC
negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
1.5
t
78
t
0.89
t
88
f
null
other
negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
f
null
t
120
t
1.02
t
118
f
null
other
negative
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.9
t
1.8
t
163
t
1.09
t
149
f
null
other
negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
f
null
t
85
t
0.79
t
108
f
null
other
negative
36
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.05
t
2.2
t
162
t
1.15
t
140
f
null
other
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
0.2
t
80
t
0.8
t
99
f
null
SVI
sick
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.76
t
3.4
t
129
t
1.53
t
84
f
null
STMW
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
2.9
t
99
t
1.14
t
88
f
null
SVI
negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.4
t
111
t
1.52
t
73
f
null
STMW
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.4
t
1.7
t
104
t
1.01
t
103
f
null
SVI
negative
63
?
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
73
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2
t
105
t
1.17
t
89
f
null
SVI
negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
9.2
t
2.2
t
72
t
1.08
t
66
f
null
other
negative
67
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.42
t
1.4
t
140
t
0.98
t
143
f
null
SVI
negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
f
null
t
155
t
1.05
t
148
f
null
SVI
negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.01
t
2.3
t
149
t
0.88
t
169
f
null
other
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
13
f
null
t
75
t
1.35
t
55
f
null
SVI
negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
1.8
t
108
t
0.71
t
151
f
null
SVI
negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.9
t
1.7
t
95
t
0.95
t
100
f
null
SVHC
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.9
t
95
t
1.05
t
90
f
null
SVI
negative
29
F
f
f
f
f
t
f
f
f
f
f
f
f
f
f
t
0.62
t
3.8
t
211
t
1.88
t
112
f
null
STMW
negative
73
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.6
t
1.6
t
89
t
0.94
t
95
f
null
SVI
negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
2.1
t
96
t
1.01
t
95
f
null
SVI
negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
2.2
t
93
t
0.87
t
107
f
null
other
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.52
t
2.4
t
158
t
1.18
t
134
f
null
SVHC
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.95
t
2
t
109
t
1.15
t
94
f
null
SVI
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.38
t
1.1
t
128
t
0.8
t
160
f
null
SVI
negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.3
t
117
t
1.11
t
105
f
null
SVI
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6
t
1.7
t
121
t
1.12
t
108
f
null
other
negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
2.7
t
109
t
1.1
t
99
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
8.6
t
3.7
t
131
t
1.65
t
79
f
null
SVI
negative
72
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
5.8
t
1.4
t
107
t
1.07
t
100
f
null
SVI
negative
68
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.3
t
117
t
1.04
t
113
f
null
other
negative
2
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
472
t
1.7
t
34
t
1.17
t
29
f
null
STMW
negative
40
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
9.2
t
1.5
t
113
t
1.03
t
109
f
null
other
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
1.8
t
90
t
0.71
t
126
f
null
other
negative
84
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.04
f
null
t
213
t
0.99
t
216
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.4
t
2.4
t
80
t
0.98
t
81
f
null
other
negative
84
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.67
t
0.9
t
70
t
0.78
t
90
f
null
SVI
sick
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
f
null
t
98
t
0.94
t
104
f
null
other
negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.1
t
1.6
t
182
f
null
f
null
f
null
SVHC
negative