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
18
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
9.6
t
2.4
t
220
t
1.68
t
131
f
null
STMW
negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2.5
t
121
t
1.29
t
94
f
null
SVHC
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
2.6
t
139
t
0.9
t
153
f
null
SVI
negative
29
F
f
f
f
f
t
f
f
f
f
f
f
f
f
f
t
0.1
t
3.1
t
142
t
1.77
t
80
f
null
STMW
negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2
t
119
t
0.86
t
138
f
null
SVHC
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
1.7
t
97
t
0.91
t
107
f
null
SVI
negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
f
null
t
123
t
0.74
t
166
f
null
other
negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2
t
109
t
1
t
109
f
null
other
negative
63
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.8
t
1.9
t
98
t
0.89
t
111
f
null
SVI
negative
45
M
f
f
f
t
f
f
f
t
f
f
f
f
f
t
t
10
t
0.3
t
67
f
null
f
null
f
null
SVI
sick
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.7
t
76
t
0.81
t
93
f
null
SVI
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
52
t
1.2
t
65
t
0.92
t
71
f
null
SVI
negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.43
f
null
t
116
t
0.78
t
149
f
null
SVI
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.8
t
88
t
1.14
t
76
f
null
other
negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.9
t
93
t
0.84
t
111
f
null
other
negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
3.1
t
2.7
t
100
t
0.93
t
108
f
null
SVHC
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
27
t
1.8
t
65
t
0.99
t
66
f
null
SVI
negative
43
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.95
t
1.9
t
101
t
0.81
t
125
f
null
other
negative
78
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1
t
2.3
t
96
t
1.05
t
92
f
null
SVI
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.6
t
90
t
0.97
t
93
f
null
SVI
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.3
t
119
t
0.99
t
120
f
null
other
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.01
t
2.9
t
205
t
0.87
t
235
f
null
other
negative
21
?
f
f
f
f
t
f
f
f
f
f
f
t
f
f
t
2.4
t
3.5
t
171
t
1.49
t
115
f
null
STMW
negative
61
F
f
f
f
t
f
f
f
t
f
f
f
f
f
f
t
2
f
null
t
85
t
1
t
85
f
null
other
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
19
t
2.2
t
83
t
1.03
t
81
f
null
SVHC
negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.5
t
101
t
1.11
t
92
f
null
SVHC
negative
54
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.6
t
1.8
t
100
t
0.77
t
130
f
null
other
negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
3.2
t
160
t
1.53
t
105
f
null
other
negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
1.7
t
132
t
0.93
t
141
f
null
other
negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
f
null
t
167
t
1.43
t
117
f
null
other
negative
40
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
f
null
t
117
t
1.21
t
97
f
null
other
negative
87
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
68
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
20
t
2.5
t
111
t
1.57
t
71
f
null
other
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2
t
99
t
1.02
t
97
f
null
SVHC
negative
74
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.3
t
1.2
t
89
t
0.94
t
95
f
null
other
negative
19
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
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
2.2
t
174
f
null
f
null
f
null
other
negative
90
F
f
t
f
f
f
f
f
f
f
f
f
f
f
f
t
0.03
t
1.9
t
203
t
0.9
t
224
f
null
SVI
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.75
t
1.6
t
100
t
0.93
t
107
f
null
other
negative
48
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.6
t
140
t
1.01
t
138
f
null
other
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
23
t
0.5
t
33
t
0.67
t
49
f
null
SVI
negative
44
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
2.3
t
2.3
t
118
t
1.01
t
117
f
null
other
negative
73
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
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
92
t
1.06
t
87
f
null
other
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.63
t
2.3
t
139
t
1.11
t
125
f
null
other
negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2.1
t
112
t
1.11
t
101
f
null
SVI
negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
1.5
t
85
t
0.84
t
102
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
72
t
0.92
t
78
f
null
other
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.3
t
89
t
1.22
t
72
f
null
other
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
1.5
t
126
t
1.26
t
100
f
null
SVHC
negative
62
M
t
f
f
f
f
f
f
t
t
f
f
f
f
f
t
13
t
1.1
t
87
t
0.81
t
107
f
null
SVHC
sick
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
2.3
t
124
t
1.04
t
118
f
null
SVI
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
67
t
0.98
t
68
f
null
other
negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
f
null
f
null
f
null
f
null
f
null
other
negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.3
t
2
t
125
t
1.01
t
124
f
null
SVI
negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
2.3
t
87
t
0.93
t
94
f
null
other
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
1.5
t
103
t
1.07
t
96
f
null
SVI
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
11.4
f
null
t
99
t
0.97
t
102
f
null
other
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
f
null
t
88
t
1.05
t
84
f
null
other
negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.8
t
92
t
1.02
t
90
f
null
other
negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
2.9
t
124
t
1.28
t
97
f
null
other
negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.045
t
1.5
t
75
t
0.9
t
83
f
null
other
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
15
t
1.6
t
82
t
0.82
t
100
f
null
SVI
negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
1.9
t
133
t
0.99
t
134
f
null
SVHC
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
2.2
t
85
t
1.07
t
79
f
null
other
negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2.2
t
116
t
1.03
t
112
f
null
SVI
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
4.1
t
139
t
0.71
t
196
f
null
other
negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.2
t
95
t
0.96
t
100
f
null
SVHC
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2.5
t
2.9
t
86
t
1.19
t
72
f
null
SVHC
negative
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.015
t
1.9
t
115
t
0.77
t
149
f
null
other
negative
41
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
61
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.2
t
3.8
t
252
t
1.13
t
222
f
null
other
negative
70
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.8
t
1.5
t
70
t
0.86
t
81
f
null
SVHD
negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2
t
76
t
1.03
t
73
f
null
other
negative
89
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.8
t
86
t
1.04
t
83
f
null
other
negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.5
t
104
t
1.2
t
86
f
null
STMW
negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
1.4
t
91
t
0.85
t
108
f
null
SVI
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
161
t
0.9
t
180
f
null
other
negative
40
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
0.81
f
null
t
192
t
1.44
t
134
f
null
other
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
118
t
1.04
t
112
f
null
other
negative
23
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
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2
t
86
t
0.78
t
110
f
null
SVI
negative
75
F
f
f
t
f
f
f
f
f
t
f
f
f
f
f
t
0.2
t
3.4
t
103
t
1.32
t
78
f
null
other
negative
34
F
t
f
f
f
t
f
f
f
f
f
f
f
f
f
t
8.3
t
3.1
t
172
t
1.8
t
96
f
null
other
negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.1
t
164
t
1.14
t
145
f
null
SVI
negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.5
t
90
t
0.9
t
100
f
null
SVHC
negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.8
t
2.5
t
66
t
0.89
t
75
f
null
other
negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2
t
113
t
0.84
t
134
f
null
SVI
negative
42
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
f
null
t
135
t
0.66
t
206
f
null
other
negative
57
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1
t
1.6
t
73
t
0.97
t
75
f
null
SVI
negative
43
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
M
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
5.7
t
1.4
t
92
t
0.99
t
93
f
null
other
negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.81
t
2.3
t
103
t
1.02
t
100
f
null
other
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.2
t
74
t
0.86
t
86
f
null
other
negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.8
t
2
t
90
t
0.92
t
98
f
null
SVHC
negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
2.7
t
156
t
1.25
t
125
f
null
SVHC
negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.1
t
112
t
0.98
t
114
f
null
other
negative
72
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
f
null
t
113
t
0.97
t
117
f
null
other
negative
20
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