age
int64
1
97
sex
stringclasses
2 values
on_thyroxine
stringclasses
2 values
query_on_thyroxine
stringclasses
2 values
on_antithyroid_meds
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
psych
stringclasses
2 values
TSH
float64
0
530
T3
float64
0
18
TT4
float64
0
430
T4U
float64
0
2.12
FTI
float64
0
839
TBG
float64
0
200
referral_source
stringclasses
6 values
target
stringclasses
3 values
59
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.9
3.6
112
1.18
96
0
other
Negative
59
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
0
0
0
14
other
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
3
119
1.03
115
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
2.2
120
0.85
141
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.8
82
0.89
93
0
SVHC
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.7
107
0.86
125
0
SVI
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
1.7
103
0.96
107
0
SVI
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.9
99
0.72
139
0
SVHC
Negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
25
other
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
3.1
160
0.9
177
0
STMW
Hyperthyroid
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
2.5
95
1
95
0
STMW
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
27
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
2.4
80
0.98
81
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2
106
0.87
121
0
other
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2
72
0.69
104
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
2.4
90
0.92
98
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
24
1.7
72
1.07
68
0
other
Hypothyroid
23
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.9
2.9
136
1.38
99
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.7
101
0.96
105
0
other
Negative
52
F
f
f
f
f
f
f
f
t
f
f
f
f
f
35
2.1
77
1.1
70
0
other
Hypothyroid
39
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.9
125
0.96
130
0
other
Negative
63
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
0
161
1.07
151
0
other
Negative
77
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.7
113
0.94
120
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
3.7
142
1.13
126
0
SVI
Negative
52
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.15
2.7
133
1.05
127
0
SVI
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.3
98
0.97
101
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
41
other
Hyperthyroid
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
190
other
Hyperthyroid
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
167
1.43
117
0
other
Negative
74
F
f
f
f
f
f
t
f
f
f
f
f
f
f
1.4
0
109
0.96
114
0
other
Negative
70
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.12
0
124
0.96
129
0
other
Negative
51
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
77
0.77
99
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0.25
2.3
99
0.95
104
0
other
Negative
41
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
18
other
Negative
15
F
f
f
t
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
21
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.04
1.4
103
0.85
120
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
2.5
123
1.15
107
0
SVI
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.2
103
0.79
131
0
SVI
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.6
60
0.65
92
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.2
124
1.08
115
0
SVI
Negative
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.8
136
0.92
149
0
other
Negative
41
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
97
0.88
110
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
11
other
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
160
0.3
9.5
0
0
0
SVI
Hypothyroid
33
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
2
139
1.02
137
0
SVHC
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.6
86
0.88
98
0
SVHC
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
15
2.2
98
1.29
76
0
SVI
Hypothyroid
80
F
f
f
f
f
f
f
f
f
f
f
f
f
t
6
1.6
99
0.95
104
0
SVI
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.2
97
1.04
94
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
3.1
136
1.07
127
0
other
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.53
2.1
94
0.95
99
0
SVI
Negative
70
F
f
f
f
t
f
f
f
t
f
f
f
f
f
2.1
1.7
131
1
130
0
SVHD
Negative
70
F
f
f
f
f
f
f
f
t
t
f
f
f
f
1.3
1.8
94
0.86
110
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2
119
0.92
129
0
SVI
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.6
97
0.78
125
0
SVI
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2.9
96
1.03
93
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
t
f
f
t
f
0.025
1.5
77
0.94
82
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.39
2.3
102
0
0
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.9
117
1
118
0
SVHC
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.77
2.1
123
0.91
135
0
SVI
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.9
2.2
76
1.01
75
0
SVHC
Hypothyroid
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
19
2.2
83
1.03
81
0
SVHC
Hypothyroid
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.1
79
0.87
91
0
SVHC
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.7
104
0.76
137
0
SVI
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2.8
131
0.95
138
0
SVHC
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.1
80
0.89
91
0
other
Negative
66
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.07
0
118
0.94
126
0
other
Negative
50
F
f
f
f
f
f
f
f
t
t
f
f
t
f
40
2.2
75
1.01
74
0
other
Hypothyroid
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
36
other
Hyperthyroid
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2.4
96
0.98
99
0
other
Negative
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.6
102
0.94
109
0
other
Negative
42
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.12
0
149
1.05
143
0
other
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.3
108
1.03
105
0
SVI
Negative
81
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.65
1.3
91
0.87
104
0
SVI
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.3
136
0.97
140
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.025
3.2
129
0.77
168
0
SVI
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.84
2
98
0.88
112
0
SVI
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.4
111
1
111
0
SVHC
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.7
97
0.79
122
0
SVI
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.3
92
0.95
97
0
SVI
Negative
71
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.9
1.5
135
1.06
127
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
6.1
2.3
88
0.91
97
0
SVI
Hypothyroid
55
F
f
f
f
f
f
f
f
f
f
f
f
f
t
9.2
2.5
106
1.13
94
0
SVHC
Hypothyroid
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.9
141
1.09
129
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
22
other
Negative
17
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
18
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
33
other
Hyperthyroid
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
26
other
Negative
30
F
f
t
f
f
f
f
f
f
f
f
f
f
f
1.3
2
80
0.72
110
0
SVI
Negative
16
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
113
0.95
119
0
other
Negative
62
F
t
f
f
f
f
f
f
f
f
f
f
f
f
5.6
0
103
1.12
93
0
other
Negative
43
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.95
1.9
101
0.81
125
0
other
Negative
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.8
114
0.92
125
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.9
83
1.03
81
0
SVI
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.38
1.1
128
0.8
160
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
1.9
119
1
119
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.5
101
1.04
97
0
SVI
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.8
2
102
1.16
89
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.3
97
1.04
93
0
SVHC
Negative