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
14
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.78
t
2.2
t
78
t
0.88
t
89
f
null
SVI
negative
27
F
f
t
f
f
t
f
f
f
f
f
f
f
f
f
f
null
t
4
t
187
t
1.88
t
100
f
null
other
negative
32
M
f
f
f
f
f
f
f
f
f
f
t
f
f
f
t
1
t
2.4
t
121
t
1.2
t
101
f
null
other
negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
1
t
145
f
null
f
null
f
null
SVI
sick
33
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
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2
t
101
t
1.13
t
88
f
null
SVHC
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
1.6
t
110
t
0.98
t
112
f
null
SVI
negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2.5
t
2.3
t
90
t
0.91
t
99
f
null
SVHC
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
1.9
t
76
t
0.88
t
86
f
null
SVI
negative
27
F
f
t
f
f
t
f
f
f
f
f
f
f
f
f
t
2.2
t
4.1
t
157
t
2.01
t
78
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
72
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.01
t
1.1
t
240
t
1.07
t
223
f
null
SVI
negative
57
M
t
f
f
f
f
f
f
f
t
f
f
f
f
f
t
50
t
1.3
t
64
f
null
f
null
f
null
other
negative
59
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.65
f
null
t
126
t
1.31
t
96
f
null
other
negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.82
t
2.5
t
97
t
0.91
t
107
f
null
other
negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.95
t
2.5
t
138
t
1.17
t
118
f
null
other
negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
f
null
t
69
t
0.76
t
91
f
null
other
negative
56
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
t
2.7
t
120
t
1.27
t
95
f
null
other
negative
37
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
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.5
t
2.1
t
82
t
0.92
t
89
f
null
other
negative
54
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.46
t
3
t
116
t
1.05
t
110
f
null
SVHD
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
1.1
t
95
t
0.97
t
98
f
null
SVI
sick
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
81
t
0.85
t
95
f
null
other
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
10
t
1.6
t
90
t
0.89
t
101
f
null
other
negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.84
t
2
t
98
t
0.88
t
112
f
null
SVI
negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
f
null
t
82
t
0.99
t
83
f
null
SVHC
negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
1.8
t
102
t
0.82
t
124
f
null
other
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
26
t
2
t
69
t
0.97
t
71
f
null
other
negative
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.9
f
null
t
116
t
1.1
t
105
f
null
other
negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
8.8
t
2.7
t
108
t
1.11
t
97
f
null
other
negative
74
?
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
0.5
t
2.4
t
100
t
1.07
t
93
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
78
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.3
t
1.3
t
120
t
1.11
t
109
f
null
other
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
1.6
t
74
t
0.89
t
83
f
null
SVI
negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2
t
84
f
null
f
null
f
null
other
negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.1
t
69
t
0.64
t
107
f
null
SVI
sick
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
f
null
t
75
t
0.87
t
86
f
null
other
negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
f
null
t
85
t
0.95
t
90
f
null
other
negative
39
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
2.9
t
125
t
0.96
t
130
f
null
other
negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
1
t
46
t
0.66
t
70
f
null
SVI
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2.1
t
132
t
1.13
t
116
f
null
SVI
negative
61
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.29
t
1.5
t
119
t
0.9
t
132
f
null
other
negative
41
F
t
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
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.94
t
2.4
t
80
t
1.06
t
76
f
null
other
negative
60
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
8.9
f
null
t
75
t
0.97
t
77
f
null
other
negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.7
t
87
t
0.85
t
102
f
null
other
negative
21
?
f
t
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.8
t
143
t
1.25
t
114
f
null
other
negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
1.9
t
108
t
0.93
t
116
f
null
SVI
negative
44
M
f
f
f
f
f
f
f
f
f
t
f
f
f
f
t
3
t
1.4
t
103
t
0.88
t
118
f
null
SVHC
negative
68
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
1.6
t
2.5
t
99
t
1.09
t
90
f
null
other
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
1.9
t
101
t
0.99
t
102
f
null
SVI
negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.035
t
2.1
t
183
t
1.02
t
179
f
null
other
sick
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.98
f
null
t
158
t
1.31
t
120
f
null
other
negative
14
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
3
t
128
t
1.11
t
116
f
null
other
negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7.9
t
2.9
t
116
t
1.02
t
114
f
null
other
negative
42
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
f
null
t
258
t
1.14
t
227
f
null
other
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.3
t
119
t
1.11
t
107
f
null
SVI
negative
21
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
1.6
t
88
t
1.01
t
87
f
null
other
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.9
t
90
t
1
t
90
f
null
SVI
negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
0.9
t
73
f
null
f
null
f
null
other
negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.21
t
0.9
t
122
t
1.04
t
117
f
null
SVI
sick
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
f
null
t
139
t
1.13
t
123
f
null
other
negative
49
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
116
t
0.7
t
72
t
0.95
t
76
f
null
other
sick
57
M
f
f
f
f
f
f
f
f
f
f
t
f
f
f
f
null
f
null
t
88
t
0.86
t
102
f
null
other
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.65
f
null
t
120
t
1.07
t
112
f
null
SVI
negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.2
t
1.6
t
68
t
1.02
t
66
f
null
SVHC
negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
0.3
t
32
t
0.53
t
60
f
null
SVI
sick
64
F
t
f
f
f
f
f
t
t
f
f
f
f
f
f
t
0.73
t
2
t
152
t
1.15
t
131
f
null
other
negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.7
t
140
t
0.96
t
147
f
null
other
negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.58
t
1.6
t
115
f
null
f
null
f
null
other
negative
53
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.8
t
130
t
1.01
t
128
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.84
t
2
t
101
t
1.04
t
97
f
null
SVHD
negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2
t
121
t
1.04
t
116
f
null
SVHC
negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.46
t
1.4
t
85
t
1.12
t
77
f
null
SVI
negative
72
M
f
f
f
f
f
f
f
f
t
f
f
t
f
f
f
null
t
2.8
t
120
t
1.18
t
102
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
1.3
t
2.1
t
81
t
0.9
t
90
f
null
other
negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
1.9
t
83
t
0.67
t
124
f
null
SVI
negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
79
t
0.79
t
100
f
null
other
negative
51
M
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
1.9
t
2.2
t
74
t
0.91
t
81
f
null
other
negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
11
t
0.8
t
86
t
0.66
t
130
f
null
SVI
sick
89
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
0.6
t
101
t
0.73
t
138
f
null
SVI
sick
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
2.6
t
84
t
0.98
t
86
f
null
other
negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.8
t
141
t
1.11
t
127
f
null
other
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.3
f
null
f
null
f
null
f
null
other
negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
1.7
t
107
t
0.94
t
113
f
null
other
negative
73
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
1.5
t
120
t
0.94
t
127
f
null
SVI
negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
1.6
t
105
t
0.8
t
131
f
null
SVI
negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2
t
63
t
0.66
t
96
f
null
SVI
negative
54
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
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
1.6
t
94
t
0.93
t
101
f
null
SVI
negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
1.1
t
124
t
0.85
t
145
f
null
SVI
sick
58
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.035
f
null
t
137
t
0.91
t
151
f
null
other
negative
25
F
f
f
f
f
t
f
f
f
f
f
f
t
f
f
f
null
t
2.2
t
113
t
1.08
t
105
f
null
STMW
negative
69
F
t
t
f
f
f
f
f
f
f
f
f
f
f
f
t
7.1
f
null
t
93
t
1.1
t
85
f
null
other
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
4.5
t
204
t
2.03
t
100
f
null
STMW
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
f
null
t
67
t
0.71
t
95
f
null
other
negative
25
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
4.9
f
null
t
74
t
0.92
t
80
f
null
other
negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.2
t
2.1
t
83
t
1.19
t
69
f
null
SVI
negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
1.9
t
91
t
0.79
t
115
f
null
SVI
negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2.7
t
107
t
0.86
t
125
f
null
SVI
negative