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
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
1.8
t
90
t
0.84
t
108
f
null
other
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.74
t
2.9
t
100
t
1.06
t
95
f
null
other
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.2
t
165
t
0.89
t
186
f
null
SVI
sick
38
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
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
2.1
t
112
t
1.25
t
90
f
null
SVI
negative
57
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
f
null
t
2
t
87
f
null
f
null
f
null
SVI
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
2
t
124
t
0.96
t
130
f
null
other
negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
117
t
0.4
t
17
t
1.14
t
15
f
null
SVI
negative
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.4
t
92
t
0.88
t
105
f
null
SVI
negative
56
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.6
t
2.5
t
122
t
1.05
t
116
f
null
SVI
negative
54
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.4
f
null
t
60
t
0.87
t
69
f
null
other
negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
2.6
t
113
t
0.91
t
123
f
null
other
negative
73
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
2.9
t
116
t
1.18
t
99
f
null
SVI
negative
47
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.5
t
98
t
0.86
t
113
f
null
SVI
negative
53
M
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
2.2
t
89
t
0.83
t
107
f
null
other
negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
2.4
t
103
t
0.97
t
107
f
null
SVI
negative
29
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
2
t
127
t
0.92
t
138
f
null
other
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.88
t
1.5
t
113
t
0.74
t
153
f
null
SVI
negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.93
t
2.6
t
130
t
1.13
t
115
f
null
other
negative
69
F
t
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.015
f
null
t
176
t
1.11
t
158
f
null
other
negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.7
t
2
t
102
t
0.96
t
106
f
null
SVHC
negative
76
F
f
f
f
t
f
t
f
f
f
f
f
f
f
f
t
1.8
t
1.2
t
65
t
0.76
t
86
f
null
other
negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
1.9
t
109
t
0.78
t
139
f
null
SVI
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
160
t
0.4
t
11
t
1.24
t
8.9
f
null
other
negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.7
t
1.7
t
93
t
0.98
t
94
f
null
other
negative
28
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1
t
2.3
t
116
t
1.13
t
103
f
null
other
negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.8
t
1.8
t
148
t
1.19
t
125
f
null
SVHC
negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.7
t
92
t
1.01
t
91
f
null
STMW
negative
19
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
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
80
F
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
5.3
t
2
t
86
t
1.02
t
83
f
null
other
negative
65
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
1.9
t
2.2
t
110
t
1.21
t
91
f
null
other
negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
t
2
t
156
t
1.17
t
134
f
null
SVHC
negative
43
F
f
f
f
f
f
f
f
t
f
f
f
f
f
t
t
6.5
t
1.8
t
60
t
0.89
t
67
f
null
SVHC
negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
1.6
t
86
t
0.8
t
107
f
null
SVI
negative
51
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
71
t
0.87
t
82
f
null
other
negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
120
t
0.98
t
122
f
null
other
negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
5.4
t
148
t
1.48
t
100
f
null
STMW
negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.3
t
93
t
0.87
t
107
f
null
SVI
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.01
t
2.4
t
127
t
0.84
t
152
f
null
other
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
t
1.7
t
113
f
null
f
null
f
null
other
negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.6
t
2.4
t
61
t
0.82
t
75
f
null
SVHD
negative
63
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
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
f
null
t
62
t
0.94
t
66
f
null
other
negative
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.2
t
2
t
102
t
0.93
t
110
f
null
other
negative
70
F
f
f
f
f
f
f
f
f
t
f
f
t
f
f
t
0.005
t
3.5
t
194
t
0.9
t
215
f
null
other
negative
55
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.99
t
1.3
t
93
t
0.86
t
108
f
null
SVI
negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.7
t
113
t
1.06
t
107
f
null
other
negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.2
t
1.9
t
92
t
0.87
t
105
f
null
other
negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
14.4
t
1.1
t
51
t
0.68
t
75
f
null
SVI
sick
25
F
f
f
f
t
f
f
f
f
f
f
f
t
f
f
t
0.1
t
1.7
t
92
t
0.89
t
103
f
null
other
negative
75
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.045
t
2
t
146
t
1.05
t
139
f
null
SVI
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.3
t
104
f
null
f
null
f
null
other
negative
36
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
1.8
t
124
t
0.75
t
166
f
null
SVI
negative
78
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.99
t
1.7
t
114
t
0.96
t
119
f
null
SVHD
negative
26
F
f
t
f
f
t
f
f
f
f
f
f
f
f
f
t
1.2
t
4
t
168
t
1.57
t
106
f
null
other
negative
85
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
1.2
t
93
t
0.79
t
117
f
null
SVI
negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
2.5
t
106
t
0.97
t
110
f
null
SVI
negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
143
t
0.7
t
73
t
1.01
t
72
f
null
other
sick
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.6
t
1.8
t
78
t
0.92
t
85
f
null
SVHC
negative
26
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.43
t
4.1
t
123
t
1.48
t
83
f
null
STMW
negative
50
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
1.8
t
109
t
0.77
t
141
f
null
other
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.4
t
129
t
0.98
t
131
f
null
SVHC
negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.6
t
2.2
t
120
t
0.85
t
141
f
null
other
negative
30
F
f
f
f
f
t
f
f
f
f
f
f
f
f
f
t
0.71
t
3.1
t
125
t
1.39
t
90
f
null
STMW
negative
63
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.98
f
null
f
null
t
0.72
t
118
f
null
other
negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.84
t
1.3
t
66
t
1.17
t
56
f
null
SVI
negative
48
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
98
t
1.9
t
29
t
1.11
t
26
f
null
other
negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.5
t
133
t
1.16
t
115
f
null
other
negative
53
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.85
t
2
t
103
t
0.93
t
111
f
null
other
negative
48
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
3
f
null
t
90
t
1.14
t
79
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
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
8.1
t
1.8
t
59
t
0.96
t
61
f
null
other
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.1
t
2
t
102
f
null
f
null
f
null
other
negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2
t
1.9
t
139
t
0.96
t
145
f
null
SVHC
negative
80
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.8
t
112
t
0.99
t
113
f
null
other
negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
2.3
t
77
t
0.8
t
96
f
null
other
negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
2.6
t
86
t
0.88
t
98
f
null
SVHC
negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.2
t
61
t
0.8
t
76
f
null
other
negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
1.4
t
144
f
null
f
null
f
null
other
negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.055
t
1.7
t
75
t
0.81
t
93
f
null
other
negative
16
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.07
t
1.5
t
140
t
0.89
t
157
f
null
other
negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
2.3
t
127
t
1
t
127
f
null
other
negative
88
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
2.2
t
101
t
1
t
101
f
null
SVI
negative
8
F
t
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
f
f
f
f
f
f
f
t
530
t
2
t
10
t
1.12
t
8.5
f
null
other
negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
134
t
1.2
t
112
f
null
other
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
2.2
t
129
t
0.97
t
133
f
null
SVI
negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.4
t
2.6
t
125
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
2.3
t
2.6
t
111
t
1.06
t
105
f
null
other
negative
47
F
f
f
f
f
f
f
f
f
f
t
f
f
f
f
t
2.2
t
2
t
108
t
1.08
t
100
f
null
SVHC
negative
51
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.065
t
2.2
t
164
t
1.09
t
151
f
null
other
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
3.4
t
165
t
1.52
t
108
f
null
STMW
negative
61
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
9.8
t
0.4
t
81
t
0.64
t
126
f
null
SVI
sick
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
1.8
t
103
t
0.91
t
113
f
null
SVHC
negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.4
t
117
t
1.02
t
115
f
null
other
negative
42
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
7.2
t
1.3
t
93
t
0.9
t
104
f
null
other
negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.9
t
91
t
1.03
t
89
f
null
other
negative