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
53
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.62
t
1.7
t
116
t
1
t
116
f
null
SVI
negative
7
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
15
f
null
t
137
t
1.03
t
133
f
null
other
negative
49
M
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
0.015
f
null
t
126
t
0.83
t
152
f
null
other
negative
46
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.2
t
187
t
1.1
t
170
f
null
other
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7.8
t
2
t
159
t
1.51
t
105
f
null
other
negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
1.8
t
114
t
0.92
t
124
f
null
SVI
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.04
t
2.2
t
116
t
1.04
t
111
f
null
other
negative
62
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.6
f
null
t
103
t
1.12
t
93
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.9
t
123
t
1.31
t
94
f
null
other
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
f
null
t
3.6
t
176
t
1.43
t
123
f
null
other
negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.2
t
0.8
t
51
t
0.88
t
58
f
null
SVI
sick
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.13
t
2.1
t
87
t
0.95
t
91
f
null
other
negative
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
2.2
t
103
t
0.95
t
109
f
null
SVI
negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
103
t
1.09
t
95
f
null
other
negative
50
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.8
t
126
t
1.07
t
117
f
null
other
negative
44
M
f
f
f
f
f
f
f
f
f
f
t
f
f
f
t
0.89
f
null
t
40
t
0.96
t
42
f
null
SVI
sick
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.5
t
1.4
t
89
t
0.99
t
89
f
null
other
negative
46
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
9.7
t
0.5
t
37
t
0.72
t
51
f
null
SVI
sick
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.3
t
1
t
97
t
0.65
t
150
f
null
SVI
sick
51
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
1
t
2.2
t
69
t
1.04
t
66
f
null
other
negative
55
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.7
t
95
t
0.79
t
121
f
null
other
negative
47
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.15
t
4.3
t
189
t
1.07
t
176
f
null
other
negative
70
F
f
f
f
f
f
t
f
f
t
f
f
f
f
f
t
0.15
t
1.5
t
85
t
0.91
t
94
f
null
other
negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.3
t
83
t
0.97
t
85
f
null
SVHC
negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
f
null
t
100
t
0.82
t
122
f
null
SVI
negative
48
F
f
f
f
f
f
f
t
t
f
f
f
f
f
f
t
0.1
f
null
t
119
t
0.91
t
131
f
null
other
negative
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.3
t
1.5
t
130
t
0.86
t
151
f
null
other
negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
1.1
t
66
t
0.71
t
93
f
null
SVI
sick
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
11
t
0.8
t
60
t
1.04
t
58
f
null
SVI
negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
103
t
1.3
t
31
f
null
f
null
f
null
SVI
negative
2
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.025
f
null
t
145
t
0.93
t
155
f
null
other
negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.5
t
103
t
1.02
t
101
f
null
SVI
negative
11
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
89
t
0.89
t
100
f
null
other
negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.6
t
1
t
143
t
0.83
t
173
f
null
SVI
negative
40
F
f
f
f
f
f
f
f
t
f
f
f
f
f
t
t
1.3
t
2.6
t
135
t
1.09
t
124
f
null
SVHC
negative
46
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.025
t
2.7
t
107
t
0.77
t
139
f
null
other
negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.2
t
124
t
1.12
t
111
f
null
other
negative
18
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.4
t
74
t
1.16
t
63
f
null
STMW
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.9
t
104
t
0.93
t
112
f
null
SVI
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.7
t
97
t
0.79
t
122
f
null
SVI
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
2.1
t
84
t
1
t
83
f
null
SVI
negative
56
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.015
t
4.1
t
191
t
1
t
191
f
null
other
negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1
t
65
t
0.63
t
105
f
null
SVI
sick
76
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.8
t
1.1
t
94
t
0.93
t
101
f
null
SVHD
sick
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.1
t
140
t
1.05
t
132
f
null
SVI
negative
70
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.7
t
95
t
0.68
t
140
f
null
SVI
negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.1
t
139
t
1
t
139
f
null
SVI
negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
f
null
t
70
t
0.9
t
78
f
null
other
negative
62
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
f
null
t
126
t
1.24
t
101
f
null
other
negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2.2
t
178
t
1.26
t
142
f
null
other
negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
1.7
t
77
t
0.9
t
85
f
null
SVHC
negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.015
t
2
t
71
t
0.89
t
80
f
null
SVI
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
2.3
t
81
t
0.92
t
88
f
null
SVI
negative
84
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.5
t
2.1
t
138
t
0.92
t
150
f
null
SVI
negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
2.4
t
94
t
1.17
t
81
f
null
other
negative
19
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
1.8
t
1.8
t
92
f
null
f
null
f
null
other
negative
14
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.1
t
2.8
t
93
t
0.86
t
109
f
null
other
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.1
t
119
t
1.03
t
116
f
null
other
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.9
t
90
t
0.99
t
91
f
null
other
negative
59
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.2
f
null
t
119
t
0.93
t
127
f
null
other
negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.5
t
101
t
0.9
t
112
f
null
SVHC
negative
82
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
1
t
68
t
0.77
t
88
f
null
SVI
sick
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
2
t
104
t
1.06
t
98
f
null
other
negative
66
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.6
t
73
t
0.8
t
92
f
null
other
negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.45
f
null
t
124
t
1.02
t
122
f
null
other
negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
4.1
t
4
t
159
t
1.62
t
98
f
null
STMW
negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
2.1
t
108
t
0.96
t
112
f
null
SVI
negative
34
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.25
t
6.7
t
230
t
1.73
t
133
f
null
STMW
negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
2
t
90
t
0.85
t
106
f
null
other
negative
47
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.04
t
2
t
104
t
0.87
t
120
f
null
other
negative
34
F
f
f
f
f
t
f
f
f
t
f
f
f
f
f
t
0.06
t
4.7
t
157
t
1.68
t
94
f
null
other
negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.6
t
2.2
t
96
t
0.94
t
102
f
null
SVHC
negative
35
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.44
t
1.8
t
94
t
0.86
t
110
f
null
other
negative
41
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.015
t
2.5
t
22
f
null
f
null
f
null
other
negative
55
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.3
f
null
t
76
t
1.01
t
76
f
null
SVI
negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
0.9
t
111
t
1.04
t
107
f
null
SVI
sick
34
F
f
f
f
f
t
f
f
f
t
f
f
f
f
f
t
2.4
t
3.2
t
137
t
1.71
t
80
f
null
other
negative
78
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
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
2.6
t
87
t
1.13
t
78
f
null
other
negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.4
t
78
t
0.82
t
96
f
null
SVI
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.6
t
162
t
0.94
t
173
f
null
other
negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.73
t
2.4
t
135
t
1.05
t
129
f
null
SVHC
negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
1.5
t
146
t
1.18
t
124
f
null
SVI
negative
68
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.96
f
null
t
104
t
1
t
104
f
null
other
negative
61
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
11
t
1.2
t
83
t
1.01
t
82
f
null
other
negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.9
t
116
t
1.2
t
97
f
null
SVHC
negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.63
t
1.8
t
120
t
0.91
t
132
f
null
other
negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
1.7
t
96
t
0.83
t
116
f
null
other
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
1.9
t
123
t
1.16
t
106
f
null
SVI
negative
34
F
f
f
t
f
t
f
f
f
t
f
f
f
f
f
t
0.01
t
3.8
t
205
t
1.84
t
111
f
null
STMW
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
13
f
null
t
87
t
0.85
t
103
f
null
SVI
negative
59
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.2
t
101
t
0.9
t
112
f
null
other
negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7.2
t
2.1
t
123
t
1.18
t
104
f
null
other
negative
36
M
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
72
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
5.4
t
1.8
t
87
t
0.91
t
95
f
null
other
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.8
t
2.6
t
93
t
1.18
t
79
f
null
STMW
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.48
t
1.7
t
88
t
0.83
t
105
f
null
SVI
negative
53
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.25
t
2.1
t
145
t
1.03
t
141
f
null
other
negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
f
null
t
90
t
1.16
t
77
f
null
other
negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
82
t
0.2
t
5.8
f
null
f
null
f
null
SVI
negative