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
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
t
2.1
t
87
t
0.75
t
115
f
null
other
negative
13
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
2.8
t
110
t
1.1
t
100
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
f
null
t
123
t
1.16
t
107
f
null
other
negative
41
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2.4
t
115
t
1.11
t
104
f
null
other
negative
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4
t
2
t
110
t
0.99
t
111
f
null
other
negative
35
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
1.7
t
118
t
1.1
t
107
f
null
other
negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
1.4
t
129
t
1.07
t
120
f
null
SVHC
negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.5
t
94
t
1.04
t
90
f
null
other
negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
1.3
t
92
t
1
t
92
f
null
SVI
negative
67
M
f
f
f
f
f
f
f
f
f
f
t
f
f
f
f
null
f
null
t
101
t
1.01
t
100
f
null
other
negative
23
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
0.6
f
null
t
78
t
1.07
t
73
f
null
other
negative
70
F
f
f
f
t
f
f
f
t
f
f
f
f
f
f
t
2.1
t
1.7
t
131
t
1
t
130
f
null
SVHD
negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
t
0.6
t
113
t
0.89
t
127
f
null
SVI
sick
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
f
null
t
156
t
1.23
t
126
f
null
other
negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.9
t
86
t
0.9
t
96
f
null
other
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.035
t
2.6
t
128
t
1.03
t
124
f
null
SVI
negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
3.7
t
2.3
t
100
t
1.11
t
90
f
null
SVHC
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.5
t
126
t
0.96
t
131
f
null
other
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.09
t
2.5
t
167
t
1.19
t
140
f
null
other
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
1.6
t
101
t
1.09
t
92
f
null
SVHC
negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.9
t
2.3
t
135
t
1.07
t
126
f
null
SVHC
negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.89
t
1.3
t
118
t
0.87
t
136
f
null
SVI
negative
30
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.08
t
1.9
t
147
t
1.03
t
143
f
null
other
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
2.6
t
160
t
0.88
t
180
f
null
other
sick
52
M
t
t
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
99
t
0.92
t
107
f
null
other
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
1.3
t
96
t
1.14
t
84
f
null
other
negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
2.6
t
102
t
1.13
t
91
f
null
SVI
negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.6
t
2.1
t
148
t
1.19
t
124
f
null
SVHC
negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.015
t
2
t
93
t
0.97
t
96
f
null
other
negative
63
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.69
f
null
t
162
t
0.99
t
163
f
null
other
negative
42
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.12
f
null
t
149
t
1.05
t
143
f
null
other
negative
88
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
0.9
t
140
f
null
f
null
f
null
SVI
sick
72
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
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.4
t
82
t
0.91
t
90
f
null
SVI
negative
38
M
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
3.9
t
2.2
t
61
t
0.76
t
80
f
null
other
negative
88
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.5
t
1.6
t
94
t
0.944
t
100
f
null
SVI
negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
1.2
t
88
t
0.85
t
104
f
null
SVI
negative
15
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
2.3
t
3.4
t
115
t
0.96
t
120
f
null
other
negative
84
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
0.7
t
137
t
0.84
t
164
f
null
SVI
negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.97
t
0.6
t
80
t
0.72
t
110
f
null
SVI
sick
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.1
t
111
t
0.95
t
117
f
null
other
negative
71
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
0.01
f
null
t
146
t
0.93
t
156
f
null
other
negative
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
9.5
f
null
t
115
t
1.31
t
88
f
null
other
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.2
t
124
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
0.015
t
2.9
t
198
t
0.91
t
217
f
null
SVHC
negative
32
F
t
f
f
f
t
f
f
f
t
f
f
f
f
f
t
0.3
t
3
t
101
t
1.14
t
89
f
null
other
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
1.9
t
81
t
0.83
t
98
f
null
SVI
negative
34
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.3
t
1.6
t
83
t
0.7
t
118
f
null
other
negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.4
t
139
t
1.15
t
121
f
null
SVI
negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
1.9
t
86
t
1.06
t
81
f
null
SVHC
negative
56
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.87
t
1.9
t
116
f
null
f
null
f
null
other
negative
45
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.2
t
2.1
t
101
t
0.84
t
121
f
null
SVI
negative
67
M
f
t
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
106
t
0.92
t
115
f
null
other
negative
15
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
f
null
t
67
t
0.93
t
73
f
null
other
negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
65
t
0.7
t
28
t
1
t
28
f
null
other
negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
1.8
t
92
f
null
f
null
f
null
other
negative
68
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
3.7
t
0.6
t
65
t
0.88
t
74
f
null
other
negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.3
t
111
t
0.92
t
120
f
null
SVI
negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.7
t
2.1
t
83
t
0.82
t
101
f
null
other
negative
37
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
27
t
0.9
t
87
t
0.84
t
105
f
null
other
sick
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
1.8
t
106
t
1.17
t
91
f
null
SVHC
negative
37
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.65
t
1.3
t
136
t
1.19
t
115
f
null
other
negative
51
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
t
2.6
f
null
f
null
f
null
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
3
t
125
t
0.74
t
169
f
null
SVI
negative
51
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
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
1.7
t
111
t
0.94
t
118
f
null
SVI
negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
f
null
t
74
t
1.05
t
70
f
null
other
negative
55
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.9
t
2.3
t
98
t
1.03
t
95
f
null
SVI
negative
31
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2.7
t
99
t
1
t
99
f
null
STMW
negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
t
2.6
t
89
t
0.98
t
91
f
null
other
negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.58
t
1.9
t
140
t
0.96
t
145
f
null
SVI
negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7.3
t
1.6
t
109
t
1.04
t
105
f
null
other
negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
1.8
t
123
t
0.98
t
125
f
null
SVI
negative
24
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.09
f
null
t
126
t
0.86
t
146
f
null
other
negative
32
F
f
f
f
f
f
t
f
f
f
f
f
f
f
f
t
4.1
f
null
t
117
t
1.51
t
78
f
null
other
negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
2
t
97
t
0.88
t
110
f
null
SVI
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.9
t
118
t
1.52
t
78
f
null
other
negative
18
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
f
null
t
93
t
1.04
t
89
f
null
STMW
negative
49
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
t
2.4
t
111
t
1.07
t
104
f
null
other
negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.54
t
1.7
t
90
t
0.83
t
109
f
null
SVI
negative
63
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
2.6
t
1.3
t
128
t
1.07
t
120
f
null
SVI
negative
67
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
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.1
t
2.8
t
138
t
1.13
t
122
f
null
SVHC
negative
63
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
t
1.9
t
165
t
1.39
t
118
f
null
other
negative
53
F
f
f
f
f
f
f
f
f
t
f
f
t
f
f
t
0.09
t
3.9
t
216
t
1.15
t
188
f
null
other
negative
61
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
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
7
f
null
t
71
t
0.78
t
90
f
null
other
negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.5
t
1.8
t
93
t
0.93
t
100
f
null
SVHC
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.93
t
1.7
t
81
f
null
f
null
f
null
other
negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
4.8
t
2.9
t
132
t
1.27
t
104
f
null
SVHC
negative
65
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.32
t
2.7
t
96
t
1.4
t
69
f
null
other
negative
69
M
t
f
f
f
f
f
t
f
t
f
f
f
f
f
t
0.71
f
null
t
91
t
0.94
t
98
f
null
other
negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.77
t
1.8
t
109
t
0.92
t
118
f
null
SVI
negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
110
t
0.96
t
114
f
null
other
negative
23
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.015
t
4
t
204
t
0.84
t
242
f
null
other
negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
1.8
t
150
t
1.04
t
145
f
null
other
negative
52
M
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
1.2
t
1.7
t
92
t
0.76
t
121
f
null
other
negative
12
F
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
2.4
f
null
t
166
t
1.2
t
138
f
null
other
negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.93
t
2.1
t
92
t
0.85
t
109
f
null
other
negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.045
f
null
t
138
t
0.83
t
166
f
null
other
negative