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
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
2.3
t
94
t
0.9
t
105
f
null
SVI
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
42
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.6
t
138
t
1.58
t
88
f
null
STMW
negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
1.8
t
82
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
0.9
t
2.4
t
99
t
1.21
t
82
f
null
other
negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7.5
t
1.6
t
82
t
1.08
t
77
f
null
other
negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.015
t
2.2
t
164
t
1.01
t
162
f
null
other
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.3
t
146
t
1.34
t
108
f
null
SVI
negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.3
t
128
t
1.22
t
105
f
null
other
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
3.8
t
157
t
1.52
t
103
f
null
SVI
negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
2.4
t
102
t
0.77
t
134
f
null
other
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2.1
t
93
t
0.96
t
97
f
null
SVI
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.5
t
113
t
0.76
t
149
f
null
other
negative
78
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
4.1
t
1.9
t
116
t
1.05
t
110
f
null
other
negative
59
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.7
t
117
t
0.74
t
157
f
null
SVI
negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.3
t
85
t
0.79
t
107
f
null
other
negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.4
t
1
t
75
t
0.82
t
92
f
null
SVI
sick
61
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.4
f
null
t
113
t
1.06
t
106
f
null
other
negative
29
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
2.5
t
80
t
0.88
t
91
f
null
SVI
negative
62
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
11
t
0.8
t
73
t
0.74
t
98
f
null
SVI
sick
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.3
t
77
f
null
f
null
f
null
other
negative
54
F
t
f
f
f
f
t
f
f
f
f
f
f
f
f
t
0.08
t
2.1
t
133
t
1.14
t
116
f
null
other
negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
f
null
t
107
t
1.15
t
92
f
null
other
negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
0.6
t
94
f
null
f
null
f
null
SVI
sick
38
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.2
t
100
t
0.93
t
108
f
null
SVHC
negative
19
F
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
4.2
t
128
t
0.98
t
130
f
null
other
negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.1
t
116
t
1.05
t
110
f
null
STMW
negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
5.4
t
152
t
1.5
t
102
f
null
STMW
negative
89
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
1.5
t
120
t
0.92
t
130
f
null
SVI
negative
74
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
6.9
f
null
t
97
t
0.87
t
112
f
null
other
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
1.8
t
107
t
1.06
t
101
f
null
other
negative
49
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
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
15
t
4.5
t
239
t
2.12
t
113
f
null
other
negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.7
t
137
t
1.19
t
115
f
null
SVHC
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.68
t
1.4
t
101
t
0.98
t
103
f
null
SVI
negative
36
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
f
null
t
59
t
0.59
t
99
f
null
SVHC
negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.1
t
87
t
0.93
t
94
f
null
SVI
negative
32
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
2.9
t
138
t
1.15
t
120
f
null
other
negative
58
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.7
t
144
t
0.94
t
153
f
null
other
negative
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.8
t
114
t
0.92
t
125
f
null
other
negative
70
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.3
t
1.8
t
98
t
0.93
t
105
f
null
SVHD
negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1
t
2.2
t
84
t
0.84
t
100
f
null
SVHC
negative
61
F
f
f
f
f
f
f
f
f
f
f
t
f
f
f
t
0.99
t
1.5
t
63
t
0.56
t
113
f
null
SVI
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
0.4
t
52
t
0.75
t
69
f
null
SVI
sick
63
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
f
null
t
117
t
0.98
t
120
f
null
other
negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2
t
142
t
1
t
142
f
null
SVI
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.5
t
1.1
t
132
t
1.01
t
131
f
null
SVI
sick
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.6
t
82
t
0.8
t
104
f
null
other
negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
f
null
t
134
t
1.14
t
118
f
null
other
negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.7
t
1.7
t
64
t
0.69
t
93
f
null
SVI
negative
71
F
f
f
f
f
f
f
f
f
t
f
f
t
f
f
t
0.2
t
4.5
t
125
t
0.82
t
152
f
null
other
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
151
t
1.4
t
42
t
1.06
t
39
f
null
other
negative
33
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.01
f
null
t
132
t
0.87
t
152
f
null
other
negative
53
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.005
f
null
t
103
t
1.08
t
95
f
null
SVI
negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3
t
2.9
t
87
t
1.1
t
79
f
null
SVHC
negative
63
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.74
f
null
t
74
t
0.77
t
97
f
null
other
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
21
t
1.2
t
72
f
null
f
null
f
null
other
negative
68
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
3.5
f
null
f
null
f
null
f
null
other
negative
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.015
t
1.5
t
84
t
0.99
t
85
f
null
other
negative
60
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
70
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
38
M
t
f
f
f
f
f
f
t
f
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
61
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.3
t
89
t
0.85
t
105
f
null
other
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
2.5
t
85
t
0.81
t
105
f
null
SVI
negative
33
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.16
t
5.2
t
183
t
0.83
t
220
f
null
other
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.4
t
1.6
t
118
t
1.01
t
117
f
null
SVHC
negative
42
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
0.04
t
1.9
t
117
t
0.77
t
153
f
null
other
negative
51
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
58
f
null
t
77
t
1.11
t
69
f
null
other
negative
55
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
53
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2
t
131
t
0.93
t
142
f
null
other
negative
61
F
f
f
f
f
f
f
t
f
t
f
f
f
f
f
t
3.7
t
2.4
t
77
t
1.24
t
62
f
null
other
negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.59
f
null
t
80
t
0.82
t
98
f
null
other
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.7
t
1.9
t
110
t
0.73
t
150
f
null
SVHC
negative
42
F
f
f
f
f
t
f
f
f
t
f
f
f
f
f
t
0.02
t
4
t
200
t
1.56
t
128
f
null
STMW
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.8
t
130
t
1.18
t
111
f
null
SVI
negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
f
null
t
89
t
0.95
t
94
f
null
other
negative
35
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
2
t
121
t
0.81
t
148
f
null
other
negative
6
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2
t
134
t
0.96
t
140
f
null
SVI
negative
47
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.1
f
null
t
94
t
0.97
t
97
f
null
SVI
negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.3
t
1.8
t
98
t
0.83
t
118
f
null
other
negative
7
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7.3
t
1.6
t
64
t
0.97
t
66
f
null
other
negative
43
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
f
null
t
160
t
1.03
t
156
f
null
other
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.09
t
2.2
t
128
t
0.75
t
172
f
null
other
negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.2
t
95
t
1
t
95
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
1.6
t
113
t
0.99
t
114
f
null
SVI
negative
32
F
f
f
f
f
t
f
f
f
f
f
f
f
f
f
t
0.25
t
2.5
t
105
t
1.05
t
100
f
null
STMW
negative
37
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.61
t
1.6
t
116
t
0.91
t
127
f
null
other
negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
f
null
t
73
t
0.79
t
92
f
null
SVHC
negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
2
t
85
t
0.89
t
96
f
null
SVHC
negative
39
M
f
f
f
f
f
t
f
t
f
f
f
f
f
f
t
3.6
f
null
t
92
t
1.09
t
84
f
null
other
negative
44
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.01
t
1.8
t
109
t
1
t
109
f
null
other
negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
1.3
t
89
t
0.9
t
98
f
null
SVHC
negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2.2
t
143
t
0.92
t
154
f
null
SVI
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.1
t
108
t
1.04
t
105
f
null
STMW
negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.9
t
1.7
t
104
t
1.04
t
100
f
null
SVI
negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
0.1
t
65
t
0.48
t
137
f
null
other
sick
44
M
f
t
f
f
f
f
f
f
f
f
t
f
f
f
t
0.1
t
0.6
t
61
t
0.86
t
71
f
null
SVI
sick
77
M
t
f
f
f
f
f
t
t
f
f
f
f
f
f
t
0.93
t
1.9
t
121
t
1.36
t
89
f
null
other
negative
63
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
52
t
0.85
t
61
f
null
other
negative