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
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
2.5
t
102
t
0.92
t
111
f
null
other
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.5
f
null
t
106
t
1.08
t
98
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.1
t
2.2
t
145
t
1.34
t
108
f
null
other
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.53
t
2.5
t
105
t
1.01
t
104
f
null
other
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1
t
61
t
0.77
t
80
f
null
SVI
sick
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
2.7
t
130
f
null
f
null
f
null
SVI
negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.9
t
100
t
1.06
t
93
f
null
other
negative
57
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
2.2
t
150
t
1.01
t
149
f
null
SVI
negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.5
t
126
t
0.86
t
147
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
t
f
f
f
t
0.9
t
2.8
t
126
t
1.29
t
98
f
null
other
negative
34
F
f
f
f
f
f
f
f
t
f
t
f
f
f
f
t
6.3
t
2.7
t
153
t
1.7
t
90
f
null
SVHC
negative
17
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.1
t
52
t
0.36
t
145
f
null
other
negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
f
null
t
88
t
1.05
t
83
f
null
other
negative
88
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
f
null
t
78
t
0.78
t
100
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
3.1
t
133
t
1.53
t
87
f
null
STMW
negative
64
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1
t
1.7
t
96
t
0.9
t
107
f
null
SVI
negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
8.8
t
2.2
t
109
t
0.97
t
113
f
null
other
negative
74
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.025
t
2.2
t
108
t
0.85
t
126
f
null
other
negative
15
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
50
F
f
f
t
f
f
f
f
f
t
f
f
f
f
f
t
0.03
t
3.4
t
131
t
1.02
t
129
f
null
other
negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
183
t
1.4
t
14
t
1.31
t
11
f
null
other
negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.8
t
2
t
98
t
1.01
t
97
f
null
SVHC
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
139
t
0.9
t
36
t
0.9
t
40
f
null
other
negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
11
t
0.7
t
122
t
1.13
t
108
f
null
SVI
sick
60
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
2.4
t
111
t
1.12
t
99
f
null
other
negative
79
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.4
f
null
f
null
f
null
f
null
f
null
other
negative
56
?
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
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3
t
2.1
t
121
t
1.02
t
118
f
null
SVI
negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.6
t
2
t
87
t
0.61
t
143
f
null
other
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.8
t
142
t
1.13
t
125
f
null
other
negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
1.8
t
119
t
0.98
t
120
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.59
t
1.5
t
116
t
0.93
t
124
f
null
other
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
0.8
t
99
t
0.88
t
113
f
null
SVI
sick
55
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.7
t
1.9
t
132
t
1.15
t
114
f
null
SVI
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.3
f
null
t
114
t
1.06
t
108
f
null
other
negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.57
t
1.8
t
128
t
1.14
t
112
f
null
SVHC
negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7.9
t
2.2
t
76
t
1.01
t
75
f
null
SVHC
negative
67
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
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.5
t
134
t
1.13
t
119
f
null
other
negative
36
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
f
null
t
101
t
0.86
t
117
f
null
other
negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.79
t
1.5
t
145
t
0.88
t
165
f
null
SVI
negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
3.3
t
156
t
1.67
t
93
f
null
STMW
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.77
t
1.9
t
113
t
1.03
t
110
f
null
other
negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
2
t
169
f
null
f
null
f
null
other
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
1.6
t
127
t
1
t
126
f
null
SVHC
negative
41
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
3.2
t
1.3
t
78
t
0.97
t
80
f
null
other
negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
f
null
t
141
t
1.17
t
120
f
null
other
negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.49
f
null
t
172
t
1.15
t
150
f
null
other
negative
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.6
t
102
t
0.94
t
109
f
null
other
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.3
t
0.9
t
82
t
1.1
t
75
f
null
other
negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
f
null
f
null
f
null
f
null
f
null
other
negative
42
M
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.7
t
79
t
0.88
t
90
f
null
other
negative
74
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
5.1
t
1.8
t
112
t
1.07
t
105
f
null
other
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.9
t
99
t
1.03
t
97
f
null
SVI
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
0.7
t
50
t
0.25
t
205
f
null
other
negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
2.3
t
100
t
1.11
t
90
f
null
SVI
negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.25
t
2
t
35
f
null
f
null
f
null
SVHC
negative
19
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
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.3
t
2.3
t
120
t
0.96
t
126
f
null
SVI
negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.3
t
112
t
1.01
t
111
f
null
other
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
2.5
t
79
t
0.86
t
92
f
null
other
negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
1.4
t
95
t
0.81
t
118
f
null
SVI
negative
56
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.2
t
2.1
t
136
f
null
f
null
f
null
other
negative
55
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.8
t
52
t
0.95
t
55
f
null
other
negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.03
f
null
t
163
t
0.95
t
172
f
null
other
negative
35
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
230
t
1.5
t
36
t
1.34
t
27
f
null
other
negative
75
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.02
f
null
t
150
t
0.88
t
171
f
null
SVHD
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.7
t
1.9
t
67
t
0.95
t
72
f
null
SVI
negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.6
t
87
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
1.2
t
2.1
t
134
t
1.06
t
127
f
null
SVI
negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
12
t
2.2
t
94
t
0.96
t
98
f
null
other
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.8
t
95
t
0.95
t
101
f
null
SVI
negative
53
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.02
t
4.3
t
250
t
1.01
t
247
f
null
other
negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.5
t
81
t
0.86
t
94
f
null
SVI
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
54
t
2.1
t
50
t
1.1
t
46
f
null
SVI
negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
87
t
0.86
t
101
f
null
other
negative
59
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.5
f
null
f
null
f
null
f
null
other
negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
2.3
t
120
t
1.03
t
117
f
null
other
negative
76
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
2.1
t
98
t
1.01
t
97
f
null
other
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2
t
103
t
1.09
t
95
f
null
SVI
negative
81
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2
t
97
t
1.2
t
81
f
null
other
negative
58
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.59
t
1.5
t
83
t
0.86
t
97
f
null
SVI
negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.4
t
111
t
1
t
111
f
null
SVHC
negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.75
t
0.9
t
82
t
0.62
t
133
f
null
SVI
sick
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.6
t
1.2
t
95
t
0.93
t
102
f
null
SVHC
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2
t
119
t
0.92
t
129
f
null
SVI
negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.2
t
103
t
0.79
t
131
f
null
SVI
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.6
t
0.8
t
91
t
0.86
t
106
f
null
SVI
sick
76
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.25
t
0.8
t
78
t
0.75
t
104
f
null
other
sick
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1
t
1.4
t
88
t
0.78
t
113
f
null
SVHC
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
18
t
1.5
t
66
t
1
t
66
f
null
SVI
negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
1.8
t
86
t
0.81
t
106
f
null
SVI
negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.8
t
105
t
0.9
t
117
f
null
other
negative
17
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
13
t
1.6
t
151
t
1.39
t
109
f
null
other
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2.3
t
119
t
0.95
t
125
f
null
other
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.91
t
1
t
102
t
0.91
t
112
f
null
SVI
sick
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.97
t
2.4
t
81
t
0.75
t
109
f
null
other
negative
49
F
f
t
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
2.7
t
141
t
1.17
t
120
f
null
SVI
negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.1
t
110
t
1.08
t
102
f
null
SVI
sick
56
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.05
t
1.9
t
137
t
1.09
t
126
f
null
SVI
negative