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
44
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
94
0.9
105
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
123
1.01
121
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.72
0
131
0.91
143
0
SVI
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
49
0.3
5
1.17
4
0
SVI
Hypothyroid
41
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.55
1.7
110
1.07
102
0
other
Negative
51
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.8
0
104
1.06
98
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.63
0
74
0.99
75
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.03
2
98
0.95
103
0
other
Negative
20
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.5
103
1.1
93
0
SVHC
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
95
0.95
100
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
83
0.76
108
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
0
96
1.01
95
0
SVI
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.68
0
82
0.95
86
0
other
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
131
0.94
138
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
98
0.76
130
0
other
Negative
47
M
t
f
f
f
f
f
f
f
f
f
f
f
f
3
0
123
1.02
120
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
0
125
0.9
138
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.299999
1.9
95
1.17
81
0
other
Hypothyroid
58
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
1.4
120
0.85
141
0
SVHC
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.64
0
98
0.63
156
0
other
Negative
91
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.7
1.4
101
0.88
115
0
other
Negative
33
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.025
5.3
278
0.78
356
0
other
Hyperthyroid
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
87
0.84
103
0
other
Negative
63
F
f
f
f
f
f
f
f
f
t
f
f
t
f
0.09
4.9
221
0.93
237
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
123
0.89
139
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
107
0.93
115
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
145
1.05
137
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7
0
116
0.9
128
0
SVI
Hypothyroid
85
F
f
f
f
f
f
f
f
t
f
f
f
f
f
197
0
0
0
0
0
SVI
Hypothyroid
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
96
0.91
105
0
other
Negative
25
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.7
123
1.06
116
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.2
58
0.84
68
0
other
Negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
197
0
14
0.62
23
0
SVI
Hypothyroid
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
112
1.14
98
0
other
Negative
49
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.4
0
90
0.92
98
0
other
Negative
22
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0
159
1.04
153
0
other
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
96
0.4
2.9
1.2
2.4
0
SVI
Hypothyroid
65
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.05
0
147
1.14
129
0
other
Negative
75
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.1
0
91
0.79
114
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.6
100
0.86
117
0
SVI
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.11
0
105
0.74
143
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
0
93
0.77
121
0
SVI
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
113
1.17
96
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.3
82
0.89
91
0
SVHC
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.6
142
0.96
149
0
SVI
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.3
97
0.85
115
0
other
Negative
56
M
f
t
f
t
f
f
f
f
f
f
f
f
f
0
0
98
0.86
115
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.7
0
97
1
96
0
other
Negative
58
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
106
1.13
94
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
22
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
0.8
61
0.98
62
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.59
2
130
1.02
128
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.01
2.5
125
1.02
122
0
other
Negative
75
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.5
0
102
1.18
87
0
other
Negative
55
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.02
2.8
105
0
0
0
other
Negative
57
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
105
0.94
111
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.97
0
79
0.74
107
0
other
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
91
0.88
103
0
other
Negative
50
F
f
f
t
f
f
f
f
f
t
f
f
f
f
5.5
1.6
44
1.08
40
0
other
Hyperthyroid
82
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.32
1.6
98
0.89
110
0
SVI
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
81
0.85
95
0
SVHC
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
119
0.9
132
0
SVI
Negative
74
M
f
f
f
f
f
f
f
t
f
f
f
f
f
4.4
2.4
115
1.14
101
0
SVI
Negative
56
F
f
t
f
f
f
f
f
f
f
f
f
f
f
1.2
0
120
0.98
122
0
other
Negative
47
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
0
139
1.04
134
0
other
Negative
63
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.07
0
100
0.95
106
0
other
Negative
77
M
t
f
f
f
f
f
t
t
f
f
f
f
f
1.9
1.6
114
0.99
114
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
98
1.04
94
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
0
0
0
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
t
f
f
0.02
0
127
0.95
134
0
other
Negative
56
F
t
f
f
f
f
t
f
f
f
f
f
t
f
0.47
0
125
1.05
119
0
other
Negative
18
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.74
2.3
143
1.15
124
0
STMW
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
116
0.98
118
0
other
Negative
81
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
138
0.84
165
0
SVI
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.08
0
108
0.8
134
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2
119
1.11
107
0
SVI
Negative
57
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.7
0
118
1.11
106
0
other
Negative
35
F
f
f
f
f
t
f
f
f
f
f
f
f
f
1.1
2.8
127
1.58
80
0
STMW
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2
79
0
0
0
STMW
Negative
74
F
t
f
f
f
f
f
f
t
f
f
f
f
f
2.9
1.5
96
0.84
114
0
SVI
Negative
61
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1
1.4
118
1.02
116
0
SVI
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.92
1.9
162
1.07
151
0
SVI
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.5
100
0.93
107
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
37
other
Hyperthyroid
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.5
126
1.13
112
0
SVHC
Negative
35
M
f
f
f
t
f
f
f
f
f
f
f
f
f
2.5
1.8
77
0
0
0
other
Negative
66
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.2
1.2
93
1.25
74
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
131
0.3
8.4
1.01
8.299999
0
other
Hypothyroid
16
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.5
1.9
106
1.04
104
0
other
Negative
16
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
143
0
0
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
2.5
114
1.17
97
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
101
1.13
90
0
other
Negative
14
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
18
other
Negative
42
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.4
1.4
116
0.95
123
0
other
Negative
60
M
f
f
t
f
f
f
f
f
f
f
f
f
f
0.1
6.9
132
0
0
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
82
1.01
82
0
other
Negative
36
M
f
f
t
f
f
f
f
f
f
f
f
f
f
0
3
71
0.85
84
0
other
Negative
74
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4.5
1.3
108
0
0
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
0
133
0.83
161
0
SVI
Negative