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
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2.7
t
1.5
t
76
t
0.88
t
86
f
null
SVHC
negative
37
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.54
t
2.5
t
170
t
1.4
t
121
f
null
other
negative
26
F
f
t
f
f
f
f
f
f
f
f
f
f
f
f
t
9.4
f
null
t
70
t
0.95
t
74
f
null
other
negative
22
F
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.9
t
101
t
0.92
t
109
f
null
other
negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.9
t
110
t
0.89
t
125
f
null
SVI
negative
72
F
f
f
f
f
f
f
f
f
f
f
t
f
f
f
t
3.7
t
1.3
t
83
t
1.38
t
60
f
null
SVI
negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.025
t
5.7
t
372
t
1.27
t
291
f
null
SVHD
negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
1.2
t
95
t
0.83
t
114
f
null
SVI
negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
3
t
119
t
1.03
t
115
f
null
other
negative
24
M
t
f
f
t
f
f
f
f
f
f
f
f
f
f
t
3.3
t
1.2
t
70
t
0.87
t
80
f
null
SVI
negative
28
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.15
f
null
t
133
t
0.99
t
135
f
null
other
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.57
t
1.9
t
90
t
0.88
t
102
f
null
other
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.2
t
99
t
1.07
t
92
f
null
other
negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.4
t
2.3
t
132
t
0.94
t
140
f
null
SVHC
negative
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.3
t
134
t
0.82
t
163
f
null
other
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.4
t
76
t
0.83
t
91
f
null
SVI
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
2.7
t
102
t
0.94
t
109
f
null
SVHC
negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
2.2
t
96
t
0.86
t
111
f
null
SVI
negative
62
M
f
f
f
t
f
f
f
t
f
f
f
f
f
t
t
13
t
0.8
t
83
t
0.81
t
103
f
null
SVHC
sick
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.5
t
85
t
0.94
t
90
f
null
SVI
negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
2
t
118
t
1.16
t
102
f
null
other
negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.1
t
76
t
0.79
t
96
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
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
1.2
t
122
t
0.94
t
131
f
null
SVI
negative
73
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
0.7
t
63
t
0.88
t
72
f
null
other
sick
61
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
17
t
2.2
t
131
t
1.22
t
108
f
null
SVI
negative
27
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
2
t
2.5
t
90
t
1.06
t
85
f
null
STMW
negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.61
t
0.9
t
115
t
0.75
t
153
f
null
SVI
sick
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.7
t
155
t
0.98
t
159
f
null
other
negative
41
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.15
t
7.3
t
430
t
1.09
t
395
f
null
STMW
negative
61
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
2.5
t
114
t
0.93
t
122
f
null
other
negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.67
t
1.8
t
99
t
0.98
t
101
f
null
SVI
negative
33
?
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.015
t
5
t
244
t
0.67
t
362
f
null
other
negative
22
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
151
t
1.05
t
144
f
null
other
negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.4
t
62
t
0.72
t
85
f
null
SVI
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1
t
77
t
0.86
t
90
f
null
other
negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.58
t
2.5
t
89
t
0.99
t
89
f
null
other
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.2
t
2
t
88
t
1.04
t
85
f
null
SVI
negative
21
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.4
t
3.4
t
189
t
1.35
t
140
f
null
other
negative
62
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.6
t
142
f
null
f
null
f
null
other
negative
42
F
f
f
t
f
t
f
f
f
t
f
f
f
f
f
t
0.005
t
3.9
t
205
t
1.7
t
121
f
null
STMW
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
1.8
t
87
t
1.16
t
75
f
null
other
negative
92
F
t
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.3
f
null
f
null
f
null
f
null
f
null
other
negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
1.5
t
106
t
0.79
t
134
f
null
SVI
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.08
f
null
t
133
t
0.84
t
158
f
null
other
negative
16
M
t
t
f
f
f
f
f
f
f
f
t
f
f
f
f
null
t
3
t
135
t
1.02
t
131
f
null
other
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.07
t
0.9
t
61
t
0.99
t
61
f
null
other
negative
70
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
1.2
f
null
t
109
t
1.08
t
100
f
null
other
negative
67
F
f
f
f
f
f
f
f
f
t
f
f
t
f
f
t
0.07
t
1.7
t
132
t
1.02
t
130
f
null
other
negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.6
f
null
t
93
t
0.84
t
110
f
null
other
negative
25
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
SVHC
negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.88
t
0.7
t
82
f
null
f
null
f
null
other
negative
24
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.5
f
null
t
166
t
1.59
t
104
f
null
other
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.1
t
113
t
0.88
t
128
f
null
SVI
negative
69
F
f
f
f
t
f
f
f
f
f
f
f
t
f
f
f
null
f
null
f
null
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
43
t
0.3
t
14
f
null
f
null
f
null
SVI
negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3
f
null
t
96
t
0.82
t
118
f
null
other
negative
35
F
f
f
f
f
f
f
f
f
f
t
f
f
f
f
t
3.9
f
null
t
83
t
0.85
t
97
f
null
SVHC
negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
1.8
t
94
f
null
f
null
f
null
other
negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
91
t
0.8
t
113
f
null
other
negative
29
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
f
null
t
141
t
1.25
t
113
f
null
other
negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.8
t
1.9
t
119
t
1
t
119
f
null
other
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
9
t
3.1
t
131
t
1.23
t
106
f
null
other
negative
47
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.7
t
91
t
0.96
t
94
f
null
SVHD
negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.86
t
1.9
t
78
t
0.85
t
91
f
null
SVI
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.2
t
2.7
t
79
t
0.98
t
81
f
null
other
negative
58
F
f
f
f
f
f
f
f
f
f
t
f
f
f
f
t
3
f
null
t
115
t
1.07
t
107
f
null
SVI
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.42
t
2.4
t
134
t
1.14
t
117
f
null
other
negative
455
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2
t
118
t
1.13
t
104
f
null
SVI
negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
f
null
t
117
t
1.11
t
105
f
null
other
negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2.3
t
128
t
0.85
t
151
f
null
other
negative
48
F
f
f
f
f
f
f
f
t
f
f
f
f
f
t
t
0.77
t
1.1
t
81
t
0.86
t
95
f
null
SVHC
sick
48
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
178
t
1
t
63
t
1.08
t
59
f
null
other
negative
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
0.9
t
86
t
0.85
t
102
f
null
SVI
sick
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
3.1
t
129
f
null
f
null
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
2.3
t
77
t
1.04
t
74
f
null
SVHC
negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
2.6
t
122
t
1.16
t
105
f
null
other
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
1.5
t
88
t
0.94
t
94
f
null
other
negative
25
F
f
f
f
f
f
f
f
f
f
f
t
f
f
f
t
2
t
2.2
t
123
t
1.52
t
81
f
null
other
negative
91
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.4
f
null
t
112
t
0.99
t
113
f
null
SVI
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2.5
t
98
t
1.06
t
92
f
null
other
negative
19
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
2
t
147
t
0.9
t
163
f
null
other
negative
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.01
f
null
t
171
t
0.98
t
174
f
null
other
negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
5.1
t
187
t
1.17
t
160
f
null
other
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.2
t
84
t
0.85
t
99
f
null
other
negative
21
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
170
t
1.01
t
167
f
null
other
negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2.7
t
110
t
1.09
t
101
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
116
t
1.06
t
109
f
null
other
negative
25
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.53
t
1.8
t
107
t
0.93
t
115
f
null
other
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
f
null
t
84
t
0.95
t
88
f
null
other
negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.62
t
2.4
t
118
t
1.12
t
106
f
null
SVI
negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
3.1
t
99
t
1.01
t
98
f
null
SVHC
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
12
t
2.2
t
71
t
1.4
t
51
f
null
SVI
negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.7
t
97
t
0.76
t
129
f
null
SVI
negative
72
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1
t
101
t
0.8
t
127
f
null
SVI
sick
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
0.3
t
73
t
0.9
t
81
f
null
other
sick
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
2.6
t
98
t
0.95
t
103
f
null
SVI
negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.8
t
103
t
1
t
103
f
null
other
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.2
t
1.8
t
124
t
1.11
t
112
f
null
other
negative
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.8
t
136
t
0.92
t
149
f
null
other
negative