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
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.9
t
128
t
1.12
t
114
f
null
SVHC
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
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.4
t
1.6
t
100
t
0.88
t
113
f
null
SVHC
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.2
t
107
t
1.12
t
96
f
null
other
negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.2
t
101
t
0.79
t
129
f
null
other
negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.9
t
151
t
0.98
t
154
f
null
SVHC
negative
18
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
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.6
t
137
t
0.95
t
144
f
null
other
negative
53
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.01
f
null
t
176
t
1.02
t
171
f
null
other
negative
44
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.9
t
2.9
t
164
t
1.38
t
119
f
null
other
negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.85
t
3
t
121
t
1.25
t
97
f
null
STMW
negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.9
t
117
t
1
t
118
f
null
SVHC
negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2
t
103
t
1.03
t
100
f
null
other
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
10
t
0.8
t
99
t
0.97
t
102
f
null
SVI
sick
81
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.65
t
1.3
t
91
t
0.87
t
104
f
null
SVI
negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.2
f
null
f
null
t
95
f
null
other
negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.6
t
1.5
t
83
t
0.78
t
106
f
null
SVI
negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2.7
t
159
t
1.19
t
134
f
null
SVHC
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
1.6
t
140
t
0.95
t
148
f
null
SVI
negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.66
f
null
t
127
t
0.97
t
131
f
null
other
negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4
t
1.9
t
69
f
null
f
null
f
null
other
negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
90
t
0.92
t
98
f
null
other
negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
3.1
t
2.1
t
134
t
1
t
135
f
null
SVHC
negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.2
t
112
t
0.97
t
115
f
null
other
negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2.2
t
81
t
0.94
t
86
f
null
SVI
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
14
t
0.5
t
95
t
0.83
t
114
f
null
other
sick
60
M
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
30.5
t
1
t
32
t
0.63
t
51
f
null
other
negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.8
t
102
t
0.97
t
106
f
null
SVHC
negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.73
t
2
t
121
t
1.02
t
118
f
null
other
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
2.5
t
84
t
1.06
t
79
f
null
other
negative
79
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.3
t
0.9
t
102
t
0.95
t
107
f
null
SVI
sick
70
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.08
t
2.1
t
136
t
1.07
t
127
f
null
other
negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.7
t
2.4
t
102
t
1.06
t
96
f
null
SVHC
negative
72
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.7
t
1.4
t
110
t
0.88
t
124
f
null
SVI
negative
29
M
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
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.81
t
0.3
t
61
t
0.54
t
113
f
null
SVI
sick
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.035
t
1.9
t
100
t
1.11
t
90
f
null
other
negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
93
t
0.91
t
102
f
null
other
negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.58
f
null
t
102
t
0.84
t
121
f
null
other
negative
34
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.6
t
2.3
t
76
t
1.05
t
73
f
null
other
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
1.3
t
110
t
1.12
t
98
f
null
other
negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
2.5
t
131
t
0.91
t
144
f
null
SVI
negative
31
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
60
t
0.3
t
13
t
0.99
t
13
f
null
other
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
2
t
78
t
0.84
t
93
f
null
other
negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
1.6
t
91
t
1.06
t
86
f
null
SVI
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.5
t
1.7
t
131
t
1.49
t
88
f
null
SVI
negative
38
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2
t
101
t
1.01
t
100
f
null
SVHC
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.3
t
98
t
0.97
t
101
f
null
SVI
negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.39
t
2.3
t
102
f
null
f
null
f
null
other
negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
18
t
0.3
t
44
t
0.56
t
77
f
null
SVI
sick
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2
t
106
t
0.87
t
121
f
null
other
negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
0.8
t
90
t
0.77
t
117
f
null
SVI
sick
59
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
1.9
t
144
t
0.93
t
156
f
null
other
negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.045
t
2.1
t
159
t
1.01
t
157
f
null
SVI
negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.6
t
2.1
t
94
t
1.01
t
93
f
null
other
negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.2
t
138
t
0.9
t
154
f
null
SVI
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
2.4
t
73
t
0.97
t
75
f
null
other
negative
61
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.9
t
103
t
0.88
t
118
f
null
other
negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.6
t
2.3
t
114
f
null
f
null
f
null
other
negative
67
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.84
t
3.3
t
222
t
1.82
t
122
f
null
SVI
negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
12
t
1.5
t
106
t
0.92
t
115
f
null
SVI
negative
79
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
12.1
t
3.4
t
94
t
0.92
t
102
f
null
other
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.89
t
2.6
t
95
t
1.01
t
95
f
null
other
negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.3
t
119
t
0.9
t
133
f
null
SVI
negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
52
t
1.06
t
49
f
null
other
negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
3.7
t
152
t
0.93
t
164
f
null
SVI
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2
t
106
t
1.05
t
101
f
null
SVHC
negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
0.7
t
69
t
0.77
t
89
f
null
SVI
sick
37
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
25
f
null
t
71
t
1.04
t
68
f
null
other
negative
23
?
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
4.1
t
1.9
t
66
t
0.85
t
77
f
null
SVHD
negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
3
t
158
t
0.87
t
183
f
null
other
negative
27
F
f
f
t
f
t
f
f
f
f
f
f
f
f
f
t
0.005
t
2.5
t
145
t
1.45
t
100
f
null
other
negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.6
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
0.3
t
64
t
0.66
t
96
f
null
SVI
sick
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
67
t
0.9
t
75
f
null
other
negative
76
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2.6
t
122
t
1.25
t
98
f
null
other
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
0.8
t
44
t
0.84
t
52
f
null
SVI
sick
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.1
t
1.5
t
53
t
0.76
t
70
f
null
other
negative
55
F
f
t
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
f
null
t
161
t
0.9
t
180
f
null
other
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
1.6
t
101
t
0.93
t
108
f
null
SVI
negative
17
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
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2
t
94
t
0.96
t
98
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.6
t
1.9
t
115
t
0.98
t
118
f
null
other
negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
41
f
null
t
118
t
1.13
t
105
f
null
other
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.98
t
1.8
t
94
t
0.88
t
107
f
null
SVHC
negative
44
F
f
f
f
f
f
f
f
t
t
f
f
f
f
f
t
4.4
t
1.9
t
82
t
0.9
t
90
f
null
other
negative
65
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3
t
1.6
t
71
t
1.06
t
67
f
null
other
negative
38
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.3
t
1.7
t
76
f
null
f
null
f
null
other
negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.3
t
72
t
0.84
t
85
f
null
SVI
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.25
t
2
t
114
t
0.9
t
128
f
null
SVI
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2
t
109
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
2
f
null
t
137
t
1.63
t
84
f
null
other
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.5
t
1.7
t
98
t
0.74
t
132
f
null
SVHC
negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
f
null
t
59
t
0.5
t
119
f
null
other
negative
28
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.1
t
1.8
t
85
t
0.78
t
109
f
null
other
negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2.5
t
165
t
1.03
t
161
f
null
SVI
negative
63
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.3
t
2.3
t
111
t
1.06
t
105
f
null
other
negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.9
t
2.7
t
84
t
1.03
t
81
f
null
other
negative