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
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.2
t
97
t
0.87
t
111
f
null
other
negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
f
null
t
98
t
0.72
t
136
f
null
other
negative
70
M
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
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.3
t
108
t
0.83
t
130
f
null
SVI
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.3
t
90
t
0.81
t
112
f
null
SVI
negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.8
t
1.9
t
102
t
1.18
t
87
f
null
SVI
negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
1.4
t
111
t
0.97
t
115
f
null
SVI
negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.4
t
99
t
1.13
t
88
f
null
other
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
46
t
1
t
48
t
0.98
t
49
f
null
SVI
negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.1
t
102
t
0.97
t
105
f
null
SVI
negative
76
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.6
t
0.5
t
57
f
null
f
null
f
null
other
negative
63
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
3.2
f
null
f
null
f
null
f
null
other
negative
24
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.15
t
2.7
t
116
t
0.82
t
143
f
null
other
negative
64
F
t
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.24
t
1.4
t
65
t
0.85
t
77
f
null
SVI
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.2
t
99
t
0.86
t
115
f
null
SVI
negative
83
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
f
null
t
85
t
0.65
t
131
f
null
SVI
negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.7
t
106
t
1
t
106
f
null
SVHC
negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.6
t
60
t
0.65
t
92
f
null
other
negative
42
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
1.8
t
70
t
0.86
t
81
f
null
other
negative
18
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
f
null
t
91
t
0.98
t
93
f
null
SVI
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
2.3
t
94
f
null
f
null
f
null
other
negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
3.4
t
210
t
1.05
t
199
f
null
other
negative
74
M
t
f
t
f
f
f
f
t
t
f
f
f
f
f
t
5.2
f
null
f
null
f
null
f
null
f
null
other
negative
41
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.6
t
197
t
1.01
t
195
f
null
other
negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
236
t
0.2
t
16
t
0.94
t
17
f
null
other
negative
84
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
26
f
null
t
73
t
1.03
t
72
f
null
other
negative
65
F
t
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.015
t
1.9
t
88
t
0.81
t
109
f
null
other
negative
19
F
f
f
f
f
f
f
f
f
f
f
f
t
f
t
t
0.4
t
2.4
t
103
t
0.91
t
114
f
null
SVHC
negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2.3
t
90
t
0.88
t
102
f
null
other
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
1.8
t
114
t
1
t
114
f
null
SVI
negative
57
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2
t
91
t
1.18
t
77
f
null
SVI
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.2
t
2.8
t
134
t
1.26
t
107
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.3
t
74
f
null
f
null
f
null
other
negative
13
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
f
null
t
113
t
0.99
t
114
f
null
other
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
0.6
t
82
t
0.46
t
179
f
null
SVI
sick
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.015
t
6
t
250
t
0.8
t
312
f
null
other
negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.1
t
2
t
127
t
1.04
t
122
f
null
SVI
negative
74
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.5
t
2.1
t
70
t
0.74
t
94
f
null
SVI
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5
f
null
t
101
t
0.88
t
115
f
null
other
negative
63
F
f
t
f
t
f
f
f
f
f
f
f
f
f
f
t
0.2
t
0.9
t
110
t
0.82
t
134
f
null
SVI
sick
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2.3
t
101
t
0.99
t
102
f
null
SVHC
negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
2.2
t
82
t
0.94
t
87
f
null
SVHC
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.06
f
null
t
125
t
1.07
t
117
f
null
other
negative
72
F
f
t
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
114
t
1.11
t
102
f
null
other
negative
29
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
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.5
f
null
t
45
t
0.47
t
96
f
null
other
negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.8
t
147
t
1.11
t
132
f
null
SVI
negative
49
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
1.3
t
82
t
1
t
82
f
null
SVI
negative
54
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.4
f
null
t
98
t
1.01
t
97
f
null
other
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
f
null
t
152
t
1.13
t
135
f
null
other
negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.43
t
0.4
t
92
t
0.75
t
123
f
null
SVI
sick
25
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
14
f
null
t
81
t
0.9
t
90
f
null
other
negative
62
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
3.3
t
2
t
116
t
1.06
t
110
f
null
SVI
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.7
t
103
t
0.89
t
116
f
null
SVI
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
55
t
0.9
t
45
t
1.04
t
43
f
null
other
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
1.6
t
86
t
1.04
t
83
f
null
SVI
negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.6
t
84
t
0.96
t
87
f
null
SVI
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.1
t
117
t
0.95
t
123
f
null
SVI
negative
34
F
f
f
t
f
f
f
f
f
t
f
f
f
f
f
t
27
t
4.4
t
273
t
1.22
t
222
f
null
STMW
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
2.4
t
73
t
0.89
t
82
f
null
SVI
negative
49
F
t
f
f
f
f
f
t
f
t
f
f
f
f
f
t
0.2
t
2.4
t
137
f
null
f
null
f
null
other
negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
1.7
t
94
f
null
f
null
f
null
other
negative
63
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
f
null
t
161
t
1.07
t
151
f
null
other
negative
68
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
42
t
0.2
t
18
t
1.09
t
16
f
null
SVI
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.5
t
102
f
null
f
null
f
null
other
negative
71
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
9.4
t
1.4
t
77
t
0.89
t
87
f
null
SVI
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.7
t
153
t
1.06
t
144
f
null
SVI
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.6
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
3.4
t
1.9
t
86
f
null
f
null
f
null
other
negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
f
null
t
95
t
0.86
t
111
f
null
other
negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.4
t
128
t
1.11
t
115
f
null
other
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
1.3
t
91
t
1.02
t
89
f
null
SVI
negative
38
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.93
t
1.6
t
131
t
1.3
t
101
f
null
other
negative
14
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
3.1
t
112
t
1.06
t
106
f
null
other
negative
65
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.15
t
3.5
t
217
t
0.98
t
221
f
null
other
negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
2.8
t
94
t
0.88
t
106
f
null
SVHC
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
34
t
1.5
t
88
t
1.06
t
83
f
null
other
negative
61
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
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.5
f
null
t
77
t
0.74
t
104
f
null
other
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.6
t
2.2
t
99
t
1.16
t
85
f
null
other
negative
49
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
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
f
null
t
112
t
1.15
t
97
f
null
other
negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.73
t
1.8
t
97
t
0.97
t
101
f
null
SVI
negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
2.1
t
121
t
1.12
t
108
f
null
SVI
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.1
t
2.2
t
136
t
1.24
t
110
f
null
other
negative
18
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.1
f
null
t
147
t
0.95
t
154
f
null
STMW
negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
80
t
1.4
t
41
t
1.14
t
36
f
null
other
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.1
f
null
f
null
f
null
f
null
other
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.3
t
97
t
0.89
t
109
f
null
SVI
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2
t
131
t
1.07
t
122
f
null
SVI
negative
50
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
3.3
t
2.1
t
107
t
1.07
t
100
f
null
other
negative
25
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
1.1
f
null
t
101
t
1.07
t
94
f
null
other
negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
f
null
t
97
t
0.69
t
141
f
null
other
negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2.2
t
1.7
t
115
t
0.98
t
118
f
null
SVHC
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
2.4
t
133
t
1
t
132
f
null
other
negative
57
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.62
t
1.5
t
74
t
0.78
t
96
f
null
other
negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
1.7
t
88
t
0.89
t
99
f
null
SVI
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.82
t
2.4
t
96
t
0.91
t
105
f
null
SVI
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2
t
93
t
0.91
t
102
f
null
SVI
negative
12
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.3
t
152
t
0.8
t
190
f
null
other
negative