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
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.3
t
110
t
1.12
t
98
f
null
other
negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.9
t
1.8
t
131
t
0.98
t
133
f
null
SVI
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.05
t
3.6
t
94
t
1.02
t
92
f
null
SVI
negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.2
t
1.9
t
95
t
1.1
t
87
f
null
SVHC
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.8
t
133
t
1.16
t
115
f
null
SVI
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.4
t
109
f
null
f
null
f
null
other
negative
54
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
16
t
1.5
t
60
t
0.78
t
77
f
null
SVI
negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.4
t
1.6
t
95
t
0.93
t
102
f
null
SVHC
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
f
null
t
166
t
1.46
t
115
f
null
other
negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.6
t
1.5
t
133
t
1.08
t
124
f
null
SVI
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.1
t
2.1
t
98
t
1.12
t
87
f
null
other
negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.4
t
1.9
t
93
t
0.97
t
96
f
null
SVHC
negative
47
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
4.7
t
2.4
t
102
t
1.12
t
92
f
null
other
negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
1.2
t
122
t
1
t
122
f
null
SVI
negative
56
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
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.8
t
112
t
0.89
t
126
f
null
SVI
negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
32
t
1.4
t
85
t
1.18
t
71
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
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.17
t
0.9
t
122
f
null
f
null
f
null
SVI
sick
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.035
t
3.1
t
142
t
1.47
t
97
f
null
other
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.6
t
2.2
t
99
t
1.02
t
97
f
null
SVI
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
2
t
116
t
0.99
t
117
f
null
other
negative
57
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.67
t
2.6
t
79
t
0.84
t
93
f
null
other
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
11
t
1.5
t
144
t
1.24
t
116
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
f
null
t
88
t
0.82
t
107
f
null
other
negative
14
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
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
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
2.1
t
79
t
0.89
t
90
f
null
other
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
1.5
t
86
t
0.65
t
132
f
null
SVHC
negative
37
M
t
f
f
f
f
f
f
f
f
f
f
t
f
f
t
11
t
1.2
t
74
t
0.77
t
96
f
null
SVHC
negative
68
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.97
t
1.3
t
85
t
0.87
t
98
f
null
other
negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2.5
t
94
t
1.15
t
82
f
null
SVI
negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.6
t
2.4
t
125
t
1.09
t
115
f
null
SVI
negative
39
F
f
f
f
f
f
f
f
t
t
f
f
f
f
f
t
2
t
2.3
t
102
t
1.16
t
88
f
null
other
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.9
t
83
t
0.89
t
93
f
null
other
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.1
f
null
t
113
t
0.91
t
125
f
null
other
negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
1.9
t
92
t
1.05
t
88
f
null
other
negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.04
t
0.8
t
74
t
0.75
t
99
f
null
SVI
sick
70
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
0.9
f
null
t
70
t
0.8
t
87
f
null
other
negative
34
F
f
f
f
f
t
f
f
f
t
f
f
t
f
f
t
0.25
t
3.9
t
139
t
1.27
t
110
f
null
other
negative
16
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.6
t
2.6
t
94
t
0.94
t
100
f
null
other
negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.2
t
2.2
t
113
t
1.09
t
103
f
null
SVHC
negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.3
t
2
t
82
f
null
f
null
f
null
other
negative
25
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
3
t
2.1
t
93
t
1.01
t
92
f
null
other
negative
35
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
16
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
5
t
164
t
1.26
t
130
f
null
other
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
1.4
t
84
t
0.96
t
88
f
null
SVI
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.4
f
null
t
104
t
0.94
t
112
f
null
STMW
negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.3
t
143
t
1.02
t
141
f
null
SVHC
negative
37
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
27
t
1.7
t
87
f
null
f
null
f
null
other
negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.4
t
95
t
0.95
t
100
f
null
other
negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.48
t
1.7
t
97
t
1.04
t
93
f
null
SVI
negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.55
f
null
t
83
t
1.04
t
80
f
null
other
negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
4.3
t
187
t
0.96
t
194
f
null
other
negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
4.1
t
158
t
1.42
t
111
f
null
other
negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
1.8
t
62
t
0.85
t
73
f
null
other
negative
76
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.65
t
1.5
t
111
t
0.96
t
116
f
null
other
negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.6
t
106
t
1.06
t
101
f
null
other
negative
21
F
t
f
f
f
f
f
f
f
f
f
t
f
f
t
t
1.3
t
1.9
t
112
t
1.06
t
106
f
null
SVHC
negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.6
t
3
t
123
t
1.22
t
101
f
null
SVI
negative
22
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
2.3
t
3.6
t
148
t
1.42
t
104
f
null
other
negative
51
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
1.9
t
101
t
1.08
t
94
f
null
other
negative
67
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.7
f
null
t
82
t
0.89
t
92
f
null
other
negative
64
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
1.3
t
1.7
t
86
t
0.91
t
94
f
null
other
negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.2
t
1.2
t
83
t
0.82
t
101
f
null
SVI
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
196
t
0.94
t
209
f
null
other
negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.5
t
91
t
1.17
t
78
f
null
SVI
negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.5
t
102
t
1.16
t
87
f
null
other
negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.7
t
98
t
1.08
t
90
f
null
STMW
negative
20
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.2
t
117
f
null
f
null
f
null
other
negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.9
t
99
t
1.12
t
88
f
null
other
negative
54
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.9
t
95
t
0.88
t
109
f
null
other
negative
48
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1
t
71
t
0.81
t
88
f
null
SVHD
sick
58
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.3
t
1.9
t
66
t
0.96
t
68
f
null
other
negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.03
t
2.8
t
183
t
1.23
t
149
f
null
other
negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.3
t
2.4
t
138
t
1.16
t
118
f
null
SVHC
negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.1
t
111
t
0.99
t
112
f
null
other
negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.64
t
1.7
t
102
t
0.76
t
134
f
null
SVHC
negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.68
t
2
t
54
t
0.93
t
58
f
null
other
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
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
3
t
2.7
t
110
t
0.87
t
126
f
null
SVHC
negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
2.1
t
95
t
0.89
t
107
f
null
other
negative
59
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
f
null
t
92
t
0.93
t
99
f
null
SVI
negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.1
t
91
t
0.93
t
98
f
null
other
negative
54
F
f
t
f
t
f
f
f
f
f
f
f
f
f
f
t
0.05
t
1.2
t
112
t
0.77
t
145
f
null
SVI
negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.35
t
1.4
t
108
t
1.02
t
105
f
null
SVI
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2.3
t
111
t
1.14
t
97
f
null
SVI
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2
t
130
t
0.93
t
139
f
null
SVI
negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.17
t
1.2
t
75
t
0.88
t
85
f
null
SVI
negative
null
F
t
f
f
f
f
f
t
f
f
f
f
f
f
f
t
0.6
t
1.5
t
120
t
0.82
t
146
f
null
other
negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
1.6
t
75
t
0.76
t
99
f
null
other
negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
2.1
t
109
f
null
f
null
f
null
other
negative
52
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.3
t
116
t
0.94
t
123
f
null
other
negative
21
F
t
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.2
t
1.6
t
99
t
0.87
t
114
f
null
SVHC
negative
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.76
f
null
t
138
t
0.96
t
143
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
2
t
192
t
1.02
t
188
f
null
SVI
sick
56
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
2.7
t
1.5
t
103
t
0.95
t
109
f
null
other
negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.3
t
1.5
t
111
t
0.98
t
114
f
null
SVI
negative
34
F
f
f
f
f
t
f
f
f
f
f
f
f
f
f
t
0.04
t
2.9
t
144
t
1.58
t
91
f
null
STMW
negative