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
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.61
t
1.4
t
107
t
0.86
t
124
f
null
other
negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
92
t
0.83
t
111
f
null
other
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.4
t
107
t
0.92
t
116
f
null
other
negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
f
null
t
123
f
null
f
null
f
null
other
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4
t
3.2
t
106
t
0.87
t
122
f
null
other
negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
112
t
0.9
t
124
f
null
other
negative
65
F
f
f
f
t
f
f
f
t
f
f
f
f
f
f
f
null
f
null
f
null
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
1.5
t
1.4
t
90
t
0.97
t
92
f
null
SVI
negative
35
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.3
t
2.4
t
130
t
1.11
t
117
f
null
other
negative
74
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
0.8
t
151
t
1.01
t
150
f
null
other
negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
3.1
t
2.5
t
149
t
1.09
t
137
f
null
SVHC
negative
26
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
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.1
t
117
t
1.09
t
107
f
null
SVI
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
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.29
f
null
t
98
t
1.03
t
95
f
null
other
negative
77
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
12
f
null
t
77
t
1.06
t
73
f
null
other
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.96
f
null
t
129
t
1.35
t
96
f
null
other
negative
62
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
2
t
117
t
0.8
t
145
f
null
other
negative
10
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
4
t
90
t
1.11
t
81
f
null
other
negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
0.2
t
87
t
0.54
t
161
f
null
other
sick
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
1.5
t
100
t
1.2
t
83
f
null
SVI
negative
28
F
t
f
f
f
t
f
f
f
f
f
f
f
f
f
t
2.5
t
2.6
t
179
t
1.55
t
115
f
null
other
negative
2
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.7
f
null
f
null
f
null
f
null
f
null
STMW
negative
33
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
16
t
1.7
t
75
f
null
f
null
f
null
other
negative
42
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.6
t
203
t
1.01
t
200
f
null
other
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.73
t
1.8
t
109
t
1.05
t
104
f
null
SVI
negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
2.2
t
89
f
null
f
null
f
null
other
negative
31
F
t
f
f
f
t
f
f
f
t
f
f
f
f
f
t
0.44
t
1.5
t
75
t
0.92
t
81
f
null
STMW
negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
2.5
t
98
t
1.01
t
96
f
null
other
negative
75
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
1.6
t
111
t
0.77
t
145
f
null
SVHC
negative
16
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.05
t
6.2
t
255
t
1.04
t
244
f
null
other
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.34
t
1.4
t
100
t
0.8
t
124
f
null
SVHC
negative
62
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.54
f
null
t
85
t
0.94
t
91
f
null
other
negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
87
t
1.2
t
73
f
null
other
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
1.4
t
80
t
0.88
t
91
f
null
SVI
negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
120
t
0.97
t
124
f
null
other
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.4
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
t
2.5
t
2.3
t
84
t
0.92
t
92
f
null
other
negative
88
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2
t
123
t
1.16
t
107
f
null
other
negative
77
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
9.9
f
null
t
121
t
1.02
t
118
f
null
other
negative
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
2
t
79
t
0.62
t
126
f
null
SVI
negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.5
t
2.1
t
129
t
1.08
t
120
f
null
SVHC
negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.6
f
null
t
129
t
1.14
t
114
f
null
STMW
negative
1
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.4
t
82
t
0.74
t
111
f
null
other
negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
3
t
143
t
1.33
t
108
f
null
SVHC
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.2
t
127
t
1.05
t
121
f
null
other
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.47
t
2.2
t
161
t
1.05
t
153
f
null
SVHC
negative
11
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
31
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.045
t
2.7
t
163
t
0.94
t
172
f
null
STMW
negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.5
t
106
f
null
f
null
f
null
other
negative
68
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
175
t
0.86
t
204
f
null
other
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.36
t
3
t
131
t
1.04
t
126
f
null
SVHC
negative
18
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.5
f
null
t
116
t
1.05
t
111
f
null
other
negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.68
t
2.2
t
105
f
null
f
null
f
null
other
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
8.2
t
2.1
t
80
t
1.01
t
79
f
null
other
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
0.9
t
65
t
0.88
t
74
f
null
other
sick
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.67
t
2.6
t
85
t
0.89
t
96
f
null
SVHC
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
0.9
t
105
t
0.82
t
129
f
null
SVI
sick
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
1.5
t
139
t
1.03
t
135
f
null
other
negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2.3
t
0.4
t
73
t
0.6
t
122
f
null
SVI
sick
75
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
0.83
t
1.9
t
116
t
0.99
t
117
f
null
SVI
negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
86
t
1.04
t
83
f
null
other
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
22
t
1.4
t
71
t
0.97
t
73
f
null
other
negative
89
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.3
t
2.2
t
105
t
0.94
t
112
f
null
SVI
negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.8
t
68
t
0.79
t
86
f
null
SVI
negative
50
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
13
t
1.3
t
86
t
0.87
t
99
f
null
other
negative
78
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
1.7
t
76
t
0.86
t
88
f
null
SVHC
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2.6
t
151
t
1.16
t
130
f
null
SVI
negative
59
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
5.5
t
0.7
t
77
t
0.74
t
104
f
null
SVI
sick
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.64
t
1
t
103
f
null
f
null
f
null
SVI
sick
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
2.3
t
105
t
0.97
t
109
f
null
other
negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
2.1
t
116
f
null
f
null
f
null
other
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
93
t
0.95
t
98
f
null
other
negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.7
t
85
t
0.92
t
92
f
null
other
negative
18
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
478
f
null
t
45
t
1.3
t
34
f
null
other
negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
2.1
t
79
t
0.87
t
91
f
null
SVHC
negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.97
t
2.3
t
125
t
1.06
t
117
f
null
other
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
12
t
2.4
t
84
t
1.24
t
68
f
null
STMW
negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2
t
72
t
0.69
t
104
f
null
other
negative
32
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.01
t
2.3
t
147
t
0.75
t
198
f
null
SVI
negative
64
F
f
f
f
f
f
f
f
f
t
f
f
t
f
f
f
null
t
6.1
t
214
t
0.94
t
228
f
null
other
negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.7
t
87
t
1.07
t
81
f
null
other
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2
t
96
t
1.05
t
92
f
null
SVI
negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
44
t
1.7
t
59
t
1.04
t
57
f
null
other
negative
74
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
3.3
t
1.2
t
91
t
0.92
t
99
f
null
other
negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
2.5
t
99
t
1.12
t
89
f
null
STMW
negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.66
t
2.3
t
114
t
0.88
t
129
f
null
SVHC
negative
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
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
1.9
t
80
t
0.85
t
94
f
null
SVHC
negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.6
t
1
t
60
t
0.88
t
68
f
null
SVI
sick
51
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
2.8
t
132
t
0.95
t
139
f
null
other
negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.03
f
null
t
175
t
1.04
t
168
f
null
other
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.1
t
1.8
t
93
f
null
f
null
f
null
SVHC
negative
35
F
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
0.045
t
2.1
t
71
t
1.1
t
64
f
null
other
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
8.2
t
2.1
t
80
t
1.02
t
78
f
null
other
negative
19
F
f
f
f
f
t
f
f
f
f
f
f
t
f
f
t
0.45
t
3.2
t
130
t
1.83
t
71
f
null
STMW
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.7
t
71
t
0.72
t
99
f
null
SVHC
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2
t
139
t
0.82
t
170
f
null
other
negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.92
f
null
t
162
t
1.07
t
152
f
null
other
negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.3
t
102
t
0.95
t
108
f
null
SVI
negative