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
32
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.1
t
1.9
t
126
t
0.76
t
163
f
null
SVI
negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.5
t
135
f
null
f
null
f
null
other
negative
15
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
3.4
f
null
t
112
t
1.3
t
86
f
null
other
negative
15
F
f
f
t
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
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.26
f
null
t
120
t
1.06
t
114
f
null
other
negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.03
t
1.6
t
96
t
0.97
t
99
f
null
other
negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.5
t
2.1
t
130
t
1.04
t
124
f
null
SVHC
negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
1.3
t
92
t
0.89
t
103
f
null
SVI
negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.5
t
2
t
67
t
0.73
t
92
f
null
SVI
negative
39
F
f
f
f
f
f
t
f
f
t
f
f
f
f
f
t
4
t
1.7
t
63
f
null
f
null
f
null
other
negative
28
F
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
3.7
t
2.8
t
100
f
null
f
null
f
null
other
negative
60
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.35
t
1.6
t
98
t
0.75
t
131
f
null
other
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.7
t
2
t
95
t
0.99
t
96
f
null
other
negative
19
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
3.7
t
1.1
t
126
t
0.91
t
138
f
null
SVI
sick
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
2.5
t
96
t
0.91
t
105
f
null
other
negative
38
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
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.35
t
2
t
93
t
1.03
t
90
f
null
SVI
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.9
t
2.4
t
129
t
1.18
t
109
f
null
other
negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
f
null
t
103
t
1.17
t
88
f
null
other
negative
24
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
66
t
1
t
112
t
1.01
t
110
f
null
other
sick
71
F
f
f
f
t
f
f
f
t
f
f
f
f
f
f
t
1.6
t
1.8
t
136
t
1.16
t
117
f
null
SVI
negative
20
F
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
2.5
t
93
t
1
t
93
f
null
other
negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
f
null
t
87
t
0.92
t
95
f
null
SVI
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.56
t
0.6
t
49
t
0.54
t
90
f
null
SVI
negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
76
t
0.94
t
81
f
null
other
negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.6
t
1.2
t
48
t
0.89
t
54
f
null
other
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2.2
t
124
t
1.08
t
115
f
null
SVI
negative
89
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
2.4
t
105
t
0.95
t
110
f
null
SVI
negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.2
t
108
t
0.88
t
122
f
null
SVI
negative
90
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.7
t
1.6
t
89
t
0.91
t
98
f
null
other
negative
85
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
8
t
1.1
t
125
t
0.89
t
142
f
null
other
sick
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
0.2
t
78
t
0.56
t
139
f
null
SVI
sick
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2
t
114
t
1.33
t
86
f
null
other
negative
58
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
2.4
f
null
t
122
t
1.12
t
108
f
null
other
negative
55
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.035
t
4.4
t
195
t
0.82
t
237
f
null
other
negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
2.9
t
151
t
1.35
t
111
f
null
other
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.6
t
118
t
1.1
t
107
f
null
SVI
negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
2
t
73
t
0.74
t
99
f
null
other
negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
1.3
t
157
t
0.91
t
172
f
null
SVI
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
13
t
2.5
t
96
t
1.33
t
73
f
null
other
negative
35
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
t
2.2
t
81
t
0.96
t
84
f
null
other
negative
23
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
3
t
174
t
1.35
t
129
f
null
other
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.2
t
152
t
0.78
t
196
f
null
SVI
sick
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
58
f
null
t
74
t
0.9
t
82
f
null
other
negative
57
F
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
28
F
f
f
t
f
f
f
f
f
t
f
f
f
f
f
t
2.4
t
2.1
t
125
f
null
f
null
f
null
other
negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.37
t
0.7
t
134
t
1.12
t
120
f
null
SVI
sick
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.045
t
2.6
t
143
t
1.07
t
134
f
null
other
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2
t
88
t
0.95
t
92
f
null
other
negative
38
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.37
t
2.2
t
86
t
0.75
t
115
f
null
other
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.01
t
1.8
t
151
t
0.94
t
161
f
null
SVI
negative
84
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
f
null
t
88
t
0.87
t
100
f
null
other
negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.5
t
2.5
t
108
t
0.96
t
113
f
null
SVI
negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
2
t
91
t
0.78
t
117
f
null
SVHC
negative
34
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
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
f
null
t
159
t
1.07
t
149
f
null
other
negative
63
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
1.8
t
2
t
152
t
1.18
t
129
f
null
other
negative
54
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.4
t
1.5
t
102
t
0.96
t
106
f
null
SVI
negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
1.8
t
95
t
1.09
t
87
f
null
SVHC
negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
2.3
t
134
t
0.84
t
160
f
null
SVI
negative
34
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.3
t
2.7
t
104
t
1.01
t
103
f
null
other
negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2.5
t
106
t
0.81
t
130
f
null
SVI
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
f
null
t
101
t
0.9
t
113
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.6
t
76
t
0.81
t
94
f
null
SVI
negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
1.5
t
88
t
0.84
t
105
f
null
SVI
negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.4
f
null
t
135
t
0.84
t
160
f
null
SVHC
negative
45
M
f
f
f
f
f
f
f
t
t
f
f
f
f
f
t
1.2
t
2.7
t
120
t
1.13
t
106
f
null
other
negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.1
t
80
t
0.98
t
82
f
null
SVI
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.035
f
null
t
113
t
0.85
t
133
f
null
other
negative
21
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
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
2.2
t
116
t
1.14
t
102
f
null
SVHC
negative
50
F
t
f
f
f
f
f
t
f
f
f
f
f
f
f
t
61
f
null
t
13
t
1.18
t
11
f
null
other
negative
83
F
f
f
f
t
f
f
f
t
f
f
f
f
f
f
t
2.2
t
0.7
t
71
t
0.76
t
93
f
null
SVI
sick
67
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
2.4
t
96
t
0.98
t
98
f
null
other
negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2.3
t
150
t
1.42
t
106
f
null
SVHC
negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
16
f
null
t
87
t
0.91
t
95
f
null
other
negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.3
t
1.8
t
91
t
0.92
t
99
f
null
SVI
negative
66
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.065
t
2
t
153
t
0.99
t
154
f
null
other
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.035
t
2.2
t
88
t
0.9
t
98
f
null
other
negative
46
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
1.7
t
132
t
1.02
t
130
f
null
other
negative
72
F
t
f
f
f
f
f
f
f
f
f
f
t
f
f
f
null
t
3.2
f
null
f
null
f
null
f
null
other
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
2
t
113
t
1.03
t
110
f
null
other
negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
78
t
0.87
t
90
f
null
other
negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.83
t
2.2
t
132
t
0.99
t
133
f
null
SVHC
negative
42
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7.6
t
2.3
t
131
t
1.15
t
113
f
null
other
negative
40
F
f
f
f
f
t
f
f
f
f
f
f
f
f
f
t
0.15
t
3
t
210
t
1.48
t
142
f
null
other
negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2.1
t
2.6
t
121
t
0.94
t
130
f
null
SVHC
negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
1.2
t
70
t
0.71
t
99
f
null
other
negative
53
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
f
null
t
2.8
f
null
f
null
f
null
f
null
SVI
negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.1
t
1.4
t
117
t
1.02
t
114
f
null
other
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
9.3
t
1.9
t
85
t
1.07
t
80
f
null
SVHC
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.7
t
124
t
1.2
t
104
f
null
SVI
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.52
f
null
t
96
t
0.69
t
140
f
null
SVI
negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
2.2
t
96
t
1.03
t
93
f
null
STMW
negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
2.6
t
76
t
0.85
t
89
f
null
other
negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
1.9
t
123
t
0.99
t
124
f
null
SVI
negative
49
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2.3
t
113
t
1.02
t
111
f
null
SVHC
negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
2
t
102
t
0.82
t
125
f
null
other
negative
33
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
10.3
t
2
t
68
t
1.15
t
59
f
null
SVHC
negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
1.9
t
170
t
1.23
t
138
f
null
STMW
negative