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
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.7
t
1.6
t
76
t
0.81
t
95
f
null
other
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.9
t
1.9
t
101
f
null
f
null
f
null
other
negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
1.2
t
146
t
0.93
t
157
f
null
SVI
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
f
null
f
null
f
null
f
null
f
null
SVI
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
21
t
0.8
t
53
t
0.86
t
61
f
null
SVI
negative
41
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.39
t
1.9
t
120
t
1.03
t
117
f
null
SVI
negative
57
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.1
f
null
t
76
t
1
t
75
f
null
other
negative
57
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
f
null
t
121
t
0.79
t
153
f
null
other
negative
22
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
2.2
t
93
t
1.08
t
87
f
null
other
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.1
t
133
t
1.08
t
123
f
null
SVI
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2.2
t
90
t
1.04
t
87
f
null
SVHC
negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.8
t
2.4
t
100
t
1.02
t
98
f
null
SVHC
negative
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
12
t
2
t
141
t
1.13
t
125
f
null
other
negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.35
t
1.6
t
120
t
1.11
t
108
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.7
t
120
t
0.97
t
123
f
null
other
negative
60
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
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
1.7
t
66
t
0.75
t
88
f
null
other
negative
58
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.98
f
null
t
99
t
1.08
t
92
f
null
other
negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
0.8
t
108
t
0.81
t
133
f
null
SVI
sick
61
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.41
t
1.2
t
116
t
0.87
t
134
f
null
SVI
negative
57
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.08
f
null
t
142
t
0.93
t
153
f
null
other
negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.7
t
111
t
1.02
t
108
f
null
SVI
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
1.7
t
92
t
0.96
t
96
f
null
other
negative
64
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.24
f
null
t
83
t
0.9
t
93
f
null
other
negative
67
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
2.2
t
105
t
0.91
t
115
f
null
other
negative
55
?
f
f
f
f
f
f
f
f
f
f
f
f
f
t
f
null
f
null
t
89
t
0.96
t
93
f
null
SVHC
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
3.1
t
169
t
1.21
t
140
f
null
STMW
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.13
t
1
t
102
t
0.82
t
124
f
null
SVI
sick
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.5
t
2
t
95
t
1.08
t
88
f
null
other
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
1.8
t
143
t
0.91
t
157
f
null
SVI
negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3
t
1.9
t
94
t
1.07
t
88
f
null
other
negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.4
t
105
t
1.16
t
91
f
null
other
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.2
t
1.2
t
89
t
0.74
t
121
f
null
SVI
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.4
t
1.2
t
95
t
1.11
t
85
f
null
SVI
negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
f
null
t
81
t
0.86
t
94
f
null
other
negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
109
t
1.03
t
106
f
null
other
negative
74
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2
t
2.2
t
109
t
0.91
t
119
f
null
other
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.3
t
103
t
1.08
t
95
f
null
SVI
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.3
t
2.1
t
100
t
1.05
t
96
f
null
SVHC
negative
34
F
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.8
t
160
t
1.51
t
106
f
null
STMW
negative
41
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
0.3
t
2.3
t
111
t
0.83
t
134
f
null
other
negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
1.2
t
109
t
0.78
t
140
f
null
SVI
negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.97
t
1.8
t
102
t
0.92
t
111
f
null
SVI
negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.9
t
1.8
t
114
t
1.02
t
112
f
null
SVHC
negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
1.5
t
91
t
0.79
t
115
f
null
SVHD
negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
12
t
1.5
t
88
t
0.98
t
90
f
null
SVI
negative
36
F
f
f
f
f
t
f
f
f
f
f
f
t
f
f
t
0.04
f
null
t
149
t
1.65
t
90
f
null
other
negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.4
t
1.3
t
73
t
0.72
t
101
f
null
SVI
negative
33
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
t
2.3
t
110
t
1.01
t
109
f
null
other
negative
37
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.6
t
2.2
t
104
t
0.99
t
105
f
null
other
negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2.9
t
113
t
1.13
t
100
f
null
other
negative
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
1.7
t
126
t
1.24
t
101
f
null
other
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.045
f
null
t
139
t
1.07
t
129
f
null
other
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
f
null
f
null
f
null
f
null
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.25
t
1.7
t
83
t
0.92
t
90
f
null
SVHC
negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1
t
72
t
0.7
t
103
f
null
other
negative
14
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
0.8
t
121
t
0.95
t
127
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
2
t
121
t
1.19
t
102
f
null
other
negative
59
F
t
f
f
t
f
f
f
f
f
f
f
t
f
f
t
0.2
t
4.3
t
140
t
1.68
t
83
f
null
SVHD
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.2
t
98
f
null
f
null
f
null
other
negative
85
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
7.3
t
2.4
t
66
t
1.09
t
61
f
null
other
negative
29
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
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
1.6
t
123
t
1.09
t
113
f
null
SVI
negative
71
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
0.03
t
1.5
t
104
t
1.05
t
100
f
null
other
negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.9
t
152
t
1.17
t
130
f
null
SVHC
negative
49
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
1.3
t
77
t
0.65
t
118
f
null
other
negative
16
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
1.9
t
112
t
1.26
t
89
f
null
other
negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.8
t
2.1
t
103
t
0.92
t
112
f
null
SVHC
negative
66
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.19
t
1.4
t
97
t
0.87
t
111
f
null
SVI
negative
20
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.4
t
96
f
null
f
null
f
null
SVI
negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.9
t
62
t
0.77
t
81
f
null
SVI
negative
35
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.72
t
3.8
t
140
t
1.16
t
121
f
null
other
negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.03
t
1.9
t
139
t
0.84
t
165
f
null
other
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
0.9
t
93
t
0.97
t
97
f
null
SVI
sick
70
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
1.6
t
1.8
t
107
t
1.11
t
97
f
null
other
negative
54
F
t
f
f
f
f
f
f
f
f
t
f
f
f
f
t
0.94
t
1.3
t
78
t
1.12
t
70
f
null
SVHC
negative
25
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.09
t
2.2
t
181
t
1.23
t
147
f
null
other
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.31
f
null
t
118
t
0.83
t
142
f
null
other
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.3
t
119
t
0.88
t
135
f
null
SVI
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.7
t
101
t
0.85
t
119
f
null
SVI
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
1.6
t
83
t
0.89
t
93
f
null
SVI
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.9
t
135
t
0.96
t
141
f
null
SVI
negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
1.8
t
128
t
1
t
128
f
null
SVI
negative
62
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
2.2
t
2.8
t
122
t
1.13
t
109
f
null
SVI
negative
74
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.4
f
null
t
123
t
1.57
t
79
f
null
other
negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.015
t
2.6
t
166
t
0.8
t
207
f
null
SVI
sick
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2
t
1.8
t
88
t
0.86
t
102
f
null
SVHC
negative
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
2
t
149
t
1.09
t
136
f
null
other
negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
2
t
73
t
1.04
t
70
f
null
other
negative
45
?
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
9
t
2.8
t
237
t
1.17
t
203
f
null
STMW
negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.44
f
null
t
75
t
0.6
t
124
f
null
SVI
negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
97
t
0.95
t
102
f
null
other
negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
2.2
t
198
t
1.23
t
160
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.6
t
112
t
1.13
t
100
f
null
other
negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
24
t
0.4
t
3
t
0.99
t
3
f
null
other
negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
0.8
t
105
t
0.88
t
120
f
null
SVI
sick
63
M
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
8.1
f
null
t
82
t
0.69
t
119
f
null
other
negative
48
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
2.5
t
90
t
1.03
t
88
f
null
STMW
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
1.4
t
89
t
0.99
t
90
f
null
other
negative
72
F
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
2.6
t
82
t
0.89
t
93
f
null
other
negative