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
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2
t
107
t
0.95
t
113
f
null
SVI
negative
76
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.42
t
1
t
115
t
1.11
t
104
f
null
SVI
sick
57
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.9
t
1.5
t
91
t
0.78
t
116
f
null
other
negative
64
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.2
t
119
t
0.98
t
121
f
null
other
negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.04
t
2
t
141
t
1.05
t
134
f
null
other
negative
51
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
2
f
null
t
109
t
0.91
t
120
f
null
other
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.87
t
2
t
95
t
0.91
t
105
f
null
other
negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.6
t
125
t
1.06
t
118
f
null
SVHC
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.1
t
141
t
0.85
t
167
f
null
SVI
negative
61
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.6
t
1
t
96
t
0.93
t
104
f
null
SVI
sick
15
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
145
t
1.7
t
19
t
1.13
t
17
f
null
other
negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
f
null
t
124
t
1.15
t
108
f
null
other
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.6
t
2
t
96
t
1.1
t
88
f
null
other
negative
32
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
1.8
t
2.2
t
101
t
1.13
t
90
f
null
other
negative
61
M
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
0.005
t
2.3
t
110
t
1.01
t
109
f
null
other
negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.4
t
1.6
t
110
t
0.85
t
129
f
null
SVHC
negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2
t
87
t
0.73
t
118
f
null
SVI
negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
3.4
t
136
t
0.73
t
185
f
null
other
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
1.1
t
112
t
0.82
t
137
f
null
SVHD
sick
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
1.1
t
46
f
null
t
104
f
null
SVI
negative
58
?
t
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.01
t
3.3
t
129
t
1.23
t
105
f
null
SVI
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.3
t
98
t
1.07
t
92
f
null
other
negative
34
?
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
7.8
t
2
t
95
t
0.99
t
96
f
null
STMW
negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.32
t
2.5
t
169
t
1.14
t
149
f
null
SVI
negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
f
null
t
121
t
0.96
t
127
f
null
other
negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
2.1
t
142
t
1.07
t
133
f
null
SVI
negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2.6
t
3
t
125
t
1.13
t
111
f
null
SVHC
negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.5
t
1.6
t
91
t
0.99
t
91
f
null
other
negative
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.13
f
null
t
182
t
1.04
t
175
f
null
other
negative
66
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.5
t
129
t
1.02
t
127
f
null
other
negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.78
t
2
t
102
t
0.97
t
106
f
null
SVHC
negative
58
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
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
2.2
t
73
t
0.99
t
74
f
null
SVI
negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.5
t
1.8
t
91
t
0.9
t
101
f
null
SVI
negative
42
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.06
t
2
t
79
t
0.81
t
98
f
null
other
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.8
t
94
t
0.76
t
124
f
null
SVI
negative
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
1.6
t
143
t
0.9
t
159
f
null
other
negative
53
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.7
f
null
t
46
t
0.87
t
52
f
null
other
sick
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6
t
2
t
103
f
null
f
null
f
null
other
negative
32
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
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2.1
t
112
f
null
f
null
f
null
other
negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
1.8
t
99
f
null
f
null
f
null
other
negative
22
F
t
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.2
t
2.3
t
147
t
1.01
t
145
f
null
other
negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.6
t
119
t
1.22
t
97
f
null
other
negative
33
F
f
f
f
f
f
f
f
f
f
f
t
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
f
null
t
82
t
1.07
t
77
f
null
other
negative
57
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.2
t
104
t
1.07
t
97
f
null
other
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.6
t
84
t
0.87
t
97
f
null
SVI
negative
63
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
0.03
t
3.3
t
120
t
0.96
t
125
f
null
other
negative
59
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.4
t
86
t
0.9
t
96
f
null
SVI
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.045
t
1.2
t
67
t
0.96
t
69
f
null
other
negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.78
t
2
t
70
t
0.76
t
92
f
null
other
negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
1.6
t
126
t
1.02
t
123
f
null
other
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.3
t
2.5
t
105
t
1.01
t
103
f
null
other
negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.7
t
116
t
1.07
t
108
f
null
other
negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.98
t
1.8
t
98
t
0.99
t
99
f
null
SVHC
negative
18
?
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.1
t
120
t
1.12
t
107
f
null
other
negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.7
t
1.9
t
89
t
0.88
t
102
f
null
SVHC
negative
47
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
2.1
f
null
t
117
t
1.09
t
107
f
null
other
negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
1.9
t
77
t
0.79
t
97
f
null
SVHC
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.01
t
3.4
t
133
t
0.84
t
159
f
null
other
negative
74
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
1.4
f
null
t
109
t
0.96
t
114
f
null
other
negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2.7
t
2.4
t
157
t
1.2
t
131
f
null
SVHC
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.51
f
null
t
118
t
1.15
t
103
f
null
SVHC
negative
49
F
f
t
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
1.2
t
89
t
1.09
t
82
f
null
SVI
negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
f
null
t
175
t
1.12
t
156
f
null
other
negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.04
t
1.4
t
103
t
0.85
t
120
f
null
SVI
negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.045
t
2.5
t
157
t
1.07
t
147
f
null
other
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.6
t
88
t
0.89
t
100
f
null
other
negative
19
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
9
t
2.2
t
117
f
null
f
null
f
null
other
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
20
t
1
t
51
t
0.84
t
61
f
null
SVI
negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
t
2.1
t
82
t
0.76
t
108
f
null
SVI
negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.5
t
135
t
1.02
t
132
f
null
other
negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.5
t
151
t
1.21
t
125
f
null
other
negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
0.6
t
61
t
0.59
t
105
f
null
SVI
sick
42
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
t
1.1
t
93
t
0.78
t
119
f
null
other
negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.2
t
78
t
0.72
t
108
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.3
t
1.2
t
59
t
0.83
t
71
f
null
SVI
negative
70
F
f
f
f
f
f
f
f
t
t
f
f
f
f
f
t
1.3
t
1.8
t
94
t
0.86
t
110
f
null
SVI
negative
16
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2.2
t
90
t
0.98
t
92
f
null
other
negative
33
F
f
f
f
f
t
f
f
f
f
f
t
f
f
f
t
3.9
t
2.2
t
120
t
1.41
t
85
f
null
other
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
f
null
t
118
t
1.22
t
97
f
null
other
negative
53
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
3.9
f
null
t
114
t
1.17
t
97
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.1
t
103
t
0.91
t
113
f
null
SVHC
negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
26.4
t
2.3
t
73
t
1.09
t
67
f
null
other
negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
2.8
t
110
t
1.14
t
97
f
null
SVI
negative
62
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
12
t
1.5
t
105
t
0.86
t
122
f
null
other
negative
12
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
3
t
176
t
0.89
t
197
f
null
other
negative
30
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
1.9
t
76
t
0.83
t
92
f
null
other
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.4
t
2.3
t
86
t
1.08
t
80
f
null
SVI
negative
72
F
t
f
t
f
f
f
f
f
f
f
f
f
f
f
t
0.4
f
null
t
186
t
1.24
t
150
f
null
other
negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
f
null
t
123
t
0.93
t
132
f
null
other
negative
63
F
f
f
f
f
f
f
f
f
f
t
f
f
f
f
t
2.8
t
2
t
93
t
1.04
t
89
f
null
SVHC
negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.4
t
1.9
t
63
t
0.81
t
78
f
null
other
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.9
t
97
t
1.03
t
94
f
null
other
negative
22
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1
t
2.3
t
87
t
0.89
t
98
f
null
other
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
0.3
t
73
t
0.78
t
94
f
null
other
negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.4
t
98
t
1.08
t
91
f
null
SVHC
negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2
t
151
t
1.05
t
144
f
null
other
negative
60
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