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
63
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.4
t
2.1
t
157
t
1.16
t
135
f
null
SVI
negative
21
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
90
t
0.98
t
92
f
null
other
negative
70
?
t
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.02
t
1.5
t
160
t
0.94
t
171
f
null
other
negative
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
3.1
t
141
t
0.95
t
149
f
null
other
negative
23
M
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.05
t
3.3
t
232
t
1.34
t
174
f
null
other
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
7.1
t
184
t
1.03
t
177
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.2
t
134
t
1.18
t
114
f
null
other
negative
94
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.3
t
119
t
1.04
t
114
f
null
SVI
negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
400
t
0.5
t
11
t
1.19
t
9.1
f
null
other
negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.6
t
1.6
t
97
t
1.12
t
87
f
null
SVHC
negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.3
t
87
t
0.96
t
90
f
null
SVI
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
f
null
t
90
t
1.07
t
84
f
null
other
negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.6
t
94
t
1.06
t
89
f
null
other
negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.15
t
2.3
t
139
t
1.06
t
131
f
null
other
negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
2.3
t
92
t
0.8
t
114
f
null
other
negative
83
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
2.5
f
null
t
118
t
0.97
t
121
f
null
other
negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.2
t
122
t
1.15
t
106
f
null
SVI
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
116
t
1.06
t
109
f
null
other
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
1.3
t
2.3
t
97
t
1.09
t
88
f
null
other
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3
t
2.1
t
86
t
0.99
t
86
f
null
STMW
negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
1.3
t
92
t
0.92
t
100
f
null
other
negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
3.1
f
null
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
1.9
t
1.5
t
104
f
null
f
null
f
null
other
negative
29
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.1
t
1.5
t
93
t
0.75
t
124
f
null
other
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
98
t
0.4
t
5.8
t
0.8
t
7
f
null
SVI
negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1
t
92
t
0.99
t
93
f
null
other
sick
14
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.6
t
1.2
t
103
t
0.88
t
118
f
null
SVI
negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.6
t
99
t
0.92
t
108
f
null
other
negative
39
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
1.9
t
94
t
0.93
t
101
f
null
other
negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.25
t
1.8
t
120
t
0.85
t
140
f
null
SVHC
negative
57
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4
f
null
t
120
t
0.8
t
150
f
null
other
negative
50
?
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.7
t
1.8
t
113
t
1.01
t
112
f
null
STMW
negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
1.6
t
91
t
0.68
t
133
f
null
SVI
negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
52
t
0.8
t
28
t
0.86
t
33
f
null
other
negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
1.6
t
90
t
0.79
t
114
f
null
other
negative
27
F
t
f
f
f
f
f
f
t
t
f
f
f
f
f
f
null
t
1.9
f
null
f
null
f
null
f
null
other
negative
77
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
1.7
t
113
t
0.94
t
120
f
null
other
negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.3
t
81
t
1.01
t
80
f
null
SVHC
negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1
t
54
t
0.78
t
70
f
null
other
negative
49
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.6
f
null
t
87
t
1
t
88
f
null
other
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
2.1
t
153
t
1.22
t
126
f
null
other
negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7.7
f
null
t
111
t
1.12
t
99
f
null
other
negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
2
t
101
t
0.81
t
124
f
null
SVI
negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
12
t
1.2
t
105
t
0.84
t
125
f
null
other
negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
1.4
t
86
t
0.98
t
88
f
null
other
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.59
t
2.1
t
119
t
1.08
t
110
f
null
SVHC
negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.2
t
2.2
t
104
t
1.11
t
93
f
null
other
negative
58
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.005
t
3.9
t
181
t
0.96
t
188
f
null
SVI
negative
20
F
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.6
t
106
t
0.91
t
116
f
null
other
negative
39
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.06
t
2.4
t
148
t
1.07
t
138
f
null
other
negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.49
t
1.7
t
146
t
0.89
t
165
f
null
other
negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.3
t
2.4
t
111
t
1.15
t
97
f
null
SVHC
negative
58
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
52
M
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
0.01
t
2.4
t
108
t
0.7
t
154
f
null
other
negative
52
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
44
t
2.5
t
66
t
1.22
t
54
f
null
other
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
2.1
t
98
t
0.9
t
109
f
null
SVHC
negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
2.5
t
87
t
0.98
t
88
f
null
SVHC
negative
18
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.4
t
86
t
1.01
t
85
f
null
other
negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
1.2
t
107
t
1.1
t
97
f
null
other
negative
73
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
3
t
1.9
t
106
f
null
f
null
f
null
other
negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2
t
2.4
t
94
t
0.96
t
98
f
null
SVHC
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
1.8
t
82
t
0.77
t
107
f
null
other
negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
1.8
t
84
t
0.75
t
113
f
null
other
negative
64
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.85
t
1.1
t
99
t
1.11
t
90
f
null
SVI
sick
53
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.03
t
5.4
t
162
t
0.73
t
222
f
null
other
negative
32
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
2.8
t
1.3
t
86
t
0.89
t
96
f
null
other
negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.44
t
2.5
t
89
t
0.97
t
92
f
null
SVI
negative
30
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
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
f
null
t
112
t
0.95
t
117
f
null
other
negative
47
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
1.2
t
72
t
0.82
t
88
f
null
other
negative
25
M
f
f
f
f
f
f
f
f
f
t
f
f
f
f
t
2.1
f
null
t
101
t
1
t
101
f
null
SVHC
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2.3
t
104
t
1.03
t
101
f
null
SVHC
negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
1.9
t
89
t
0.85
t
104
f
null
SVI
negative
60
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.025
t
3.9
t
123
t
0.98
t
126
f
null
other
negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
3
t
143
t
1.32
t
108
f
null
other
negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
1.9
t
99
t
0.79
t
125
f
null
SVHC
negative
82
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
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
2.1
t
78
t
0.82
t
95
f
null
other
negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
98
t
0.83
t
119
f
null
other
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.2
f
null
f
null
f
null
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
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.3
t
1.5
t
96
t
0.8
t
121
f
null
other
negative
77
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.5
f
null
t
114
t
1
t
115
f
null
other
negative
64
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2
t
101
t
0.94
t
107
f
null
SVHD
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
f
null
t
125
t
1.13
t
110
f
null
other
negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
2.2
t
124
t
0.81
t
152
f
null
SVI
negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.8
t
122
t
1.1
t
111
f
null
other
negative
70
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.35
t
0.3
t
44
t
0.38
t
118
f
null
SVI
negative
28
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2
t
115
t
0.92
t
124
f
null
other
negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2.3
t
82
t
0.88
t
92
f
null
other
negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
2.2
t
107
t
0.94
t
113
f
null
SVHC
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.035
t
0.3
t
87
t
0.69
t
126
f
null
SVI
sick
73
F
f
f
f
f
f
f
f
f
t
f
f
t
f
f
t
0.025
t
1.5
t
77
t
0.94
t
82
f
null
other
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.4
t
115
t
1.14
t
100
f
null
SVI
negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
3.6
t
144
t
0.84
t
171
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.1
t
3.1
t
110
t
1.06
t
104
f
null
SVI
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.2
t
103
t
0.92
t
112
f
null
SVI
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.34
t
1.4
t
123
t
0.96
t
128
f
null
SVI
negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
2.2
t
93
t
1.17
t
80
f
null
other
negative