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
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.1
t
109
t
1.02
t
107
f
null
other
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.09
t
1
t
101
t
0.82
t
123
f
null
SVI
sick
70
?
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
2.3
t
2.7
t
95
t
1.07
t
88
f
null
other
negative
78
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
25
t
0.9
t
50
t
0.84
t
60
f
null
SVI
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
1.7
t
76
t
0.65
t
116
f
null
SVHC
negative
68
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
6.7
t
1.4
t
101
f
null
f
null
f
null
SVI
negative
25
?
t
f
f
f
f
t
f
f
f
f
f
f
f
f
t
1.1
t
2.6
t
212
t
1.75
t
121
f
null
STMW
negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
2
t
113
t
0.97
t
116
f
null
SVI
negative
53
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.32
f
null
t
145
t
0.96
t
152
f
null
other
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.9
t
125
t
1.01
t
124
f
null
SVI
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
f
null
t
104
t
0.9
t
116
f
null
other
negative
70
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.12
f
null
t
124
t
0.96
t
129
f
null
other
negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.4
t
137
t
1.35
t
101
f
null
SVHC
negative
81
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.2
t
147
t
1.06
t
138
f
null
SVI
negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.8
t
142
t
0.99
t
144
f
null
SVHC
negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.7
f
null
t
111
t
1
t
112
f
null
other
negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.45
t
2.5
t
100
t
1.17
t
86
f
null
SVHC
negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
126
t
1.3
t
39
t
1.08
t
37
f
null
other
negative
55
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.55
t
2.1
t
75
t
1.01
t
74
f
null
SVI
negative
18
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.6
t
86
t
0.91
t
94
f
null
SVI
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.4
t
1.8
t
120
t
1.09
t
110
f
null
SVHC
negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
1.9
t
99
t
0.72
t
139
f
null
SVHC
negative
59
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2.2
f
null
f
null
f
null
f
null
other
negative
22
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
59
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.9
t
3.6
t
112
t
1.18
t
96
f
null
other
negative
72
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
1.2
t
174
f
null
f
null
f
null
other
negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.2
f
null
t
116
t
1.13
t
103
f
null
other
negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.6
t
2.4
t
100
t
1
t
100
f
null
SVI
negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.7
t
1.9
t
89
f
null
f
null
f
null
other
negative
53
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.07
f
null
t
171
t
1.06
t
162
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
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.03
t
1.4
t
74
t
0.52
t
143
f
null
other
negative
15
M
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
51
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2.6
t
118
t
0.91
t
130
f
null
SVHC
negative
37
M
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
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.7
t
93
t
0.84
t
111
f
null
other
negative
63
F
f
f
f
f
f
f
f
t
f
f
f
f
f
t
t
0.2
t
1.1
t
187
t
0.95
t
197
f
null
other
negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.3
t
118
t
1.12
t
105
f
null
other
negative
30
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.3
t
1.8
t
117
t
0.97
t
121
f
null
SVI
negative
13
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
f
null
t
67
t
0.93
t
72
f
null
other
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
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.7
t
105
t
1.02
t
103
f
null
SVHC
negative
17
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
f
null
t
117
t
0.92
t
126
f
null
other
negative
79
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
2.8
t
1.5
t
105
t
1.05
t
100
f
null
other
negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.68
t
2
t
107
t
0.97
t
110
f
null
other
negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
8
f
null
t
66
t
0.66
t
100
f
null
other
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2.3
t
99
t
1.05
t
95
f
null
SVHC
negative
28
?
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
f
null
t
138
t
1.21
t
115
f
null
other
negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2
t
94
t
0.97
t
98
f
null
SVHC
negative
28
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
103
t
2.1
t
65
t
1.16
t
56
f
null
SVI
negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3
t
2.2
t
86
t
1.09
t
79
f
null
other
negative
30
F
f
f
f
f
t
f
f
f
f
f
f
f
f
f
t
0.5
t
2.2
t
124
t
1.31
t
95
f
null
STMW
negative
16
M
f
f
f
f
f
f
f
f
f
f
t
f
f
f
t
0.5
t
3.2
t
137
t
1.16
t
119
f
null
SVI
negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5
f
null
t
82
t
0.81
t
101
f
null
SVHC
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2
t
101
t
0.93
t
109
f
null
other
negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.5
t
81
t
0.92
t
88
f
null
SVI
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.9
t
1.6
t
103
t
1.13
t
91
f
null
SVI
negative
35
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
31
t
2.6
t
46
t
1
t
46
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
47
t
1.1
t
52
t
0.9
t
58
f
null
other
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
f
null
t
128
t
0.98
t
131
f
null
other
negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
f
null
t
105
t
0.97
t
108
f
null
other
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
55
t
0.6
t
15
t
0.89
t
17
f
null
SVI
negative
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.02
t
4
t
209
t
1.06
t
197
f
null
other
negative
28
F
f
f
t
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
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
90
t
1
t
90
f
null
other
negative
45
F
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
0.065
t
4.6
t
210
t
1.11
t
190
f
null
other
negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.08
t
2.3
t
150
t
1.2
t
125
f
null
SVHD
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
2
t
98
t
0.84
t
117
f
null
other
negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.1
t
1.9
t
102
t
0.93
t
110
f
null
SVHC
negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
3.3
t
122
t
1.46
t
83
f
null
STMW
negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
f
null
t
87
t
0.79
t
109
f
null
other
negative
52
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.15
t
2.7
t
133
t
1.05
t
127
f
null
SVI
negative
65
?
t
f
f
f
f
f
t
t
f
f
f
f
f
f
t
0.03
t
1.9
t
151
t
0.89
t
169
f
null
other
negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.2
t
106
t
0.91
t
117
f
null
SVI
negative
54
?
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.93
t
1.8
t
115
t
0.94
t
123
f
null
other
negative
75
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.3
t
1.3
t
88
t
0.85
t
103
f
null
SVI
negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.46
f
null
t
77
t
0.67
t
115
f
null
other
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
f
null
t
125
t
1.11
t
113
f
null
SVI
negative
18
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
16
t
1.3
t
75
t
1.11
t
68
f
null
SVI
negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.67
t
1.9
t
92
t
0.76
t
121
f
null
SVI
negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2
t
2.5
t
109
t
1.03
t
105
f
null
SVHC
negative
43
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.7
f
null
t
104
t
0.91
t
115
f
null
other
negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.57
t
1.3
t
156
t
1.39
t
112
f
null
SVHC
negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
1.8
t
109
t
1.04
t
104
f
null
SVI
negative
23
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.9
t
2.9
t
136
t
1.38
t
99
f
null
other
negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.98
f
null
t
109
t
0.91
t
120
f
null
other
negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.8
t
60
t
0.75
t
80
f
null
SVI
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.6
t
69
t
0.82
t
83
f
null
SVI
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
2
t
96
t
0.86
t
112
f
null
other
negative
72
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
3
t
2.3
t
121
t
1.01
t
120
f
null
SVI
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
91
t
0.91
t
100
f
null
other
negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
0.8
t
101
t
0.81
t
125
f
null
SVI
sick
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.45
t
1.6
t
101
t
0.89
t
114
f
null
other
negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.2
t
91
t
0.87
t
105
f
null
other
negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.43
f
null
t
96
t
0.88
t
109
f
null
other
negative
21
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.6
t
1.7
t
79
t
0.77
t
102
f
null
SVHC
negative
64
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
1.5
t
2.3
t
116
t
1.08
t
107
f
null
other
negative
63
?
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
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.035
t
4.9
t
192
t
1.09
t
176
f
null
other
negative
20
F
f
f
t
f
f
f
f
f
t
f
f
f
f
f
t
0.03
t
2.7
t
107
t
1.07
t
100
f
null
other
negative