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
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
160
1.05
152
0
other
Negative
42
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.3
0
0
0
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
0
178
0.71
251
0
other
Hyperthyroid
42
F
f
f
f
f
f
f
f
f
t
f
f
f
f
3.5
1.5
83
0.92
90
0
other
Negative
26
M
f
f
f
f
f
f
t
f
f
f
f
f
f
198
0
5
0.95
5.5
0
other
Hypothyroid
26
M
f
f
f
f
f
f
t
f
f
f
f
f
f
0
1.8
0
0
0
0
other
Negative
64
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.09
2.3
114
0.93
123
0
other
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
15
other
Negative
49
F
f
f
f
f
f
f
f
f
t
f
f
f
f
6
2.6
128
1.25
102
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.4
129
1
129
0
SVI
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
0
101
0.83
122
0
other
Negative
49
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0
3.9
240
1.25
192
0
other
Hyperthyroid
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.09
0
102
0.93
110
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
123
0.97
127
0
other
Negative
64
F
f
f
f
f
f
f
f
t
f
f
f
f
f
38
1.2
60
1.03
58
0
SVI
Hypothyroid
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
140
1.17
120
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
9.5
2.1
140
1.49
94
0
other
Hypothyroid
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.6
63
0.85
74
22
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
118
0.88
134
0
other
Negative
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.09
0
134
0.99
135
0
other
Negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.09
1.9
142
0.98
145
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
121
1.03
117
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
0
126
1.16
109
0
SVI
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
1.8
72
0.9
80
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
111
0.99
112
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
110
1
110
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1
0
78
0.75
104
0
SVHC
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.4
96
0.87
110
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
0
117
0.88
133
0
SVHC
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
0
127
1.09
117
0
SVHC
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
75
0.68
110
0
STMW
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
26
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.3
0
127
0.9
141
0
other
Hypothyroid
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
96
0.86
112
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
81
0.74
109
0
other
Negative
69
M
f
f
f
f
f
f
f
t
f
f
f
f
f
24
0
75
0.84
89
0
SVI
Hypothyroid
62
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.1
0
137
0.89
154
0
other
Negative
46
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1.8
0
116
0.94
123
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.4
102
0.84
121
0
SVI
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
0
101
1.01
100
0
SVHC
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
1.8
95
0.91
104
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
96
0.66
145
0
other
Negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
93
0.8
116
0
other
Negative
76
F
t
f
f
f
f
t
f
f
f
f
f
f
f
0.35
1.4
139
0.92
151
0
other
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.49
1.6
97
0.79
123
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
0
131
1.01
130
0
SVHC
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.2
123
0.9
137
0
SVI
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.5
59
0.79
75
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.8
0
93
0.85
109
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
0
153
0.99
155
0
SVI
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2
154
1.31
118
0
other
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
102
0.66
155
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2
78
0
0
0
other
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.025
2.5
134
0.88
152
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.4
85
0.87
98
0
other
Negative
42
M
t
f
f
f
f
f
f
t
f
t
f
f
f
0.82
2.1
121
0.77
157
0
SVHC
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
113
0.93
122
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
73
0
43
0.85
51
0
other
Hypothyroid
52
F
t
t
f
f
f
f
f
f
f
f
f
f
f
0
0
105
0.83
127
0
other
Negative
21
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.025
2.3
119
0.79
151
0
other
Negative
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
116
other
Hyperthyroid
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
0
100
0.76
132
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
95
0.83
114
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
100
0.87
115
0
other
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.3
0
120
0.95
126
0
SVI
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.38
0
60
0.72
83
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
89
0.95
94
0
other
Negative
62
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.025
0
149
0.98
152
0
SVI
Negative
85
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
0
84
0.8
105
0
SVHC
Negative
33
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.015
2.4
139
0.96
145
0
other
Negative
45
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
44
other
Hyperthyroid
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.5
135
1.06
127
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
107
1.13
95
0
other
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.4
0
104
0.68
153
0
SVHC
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.03
2.2
132
0.88
150
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
104
1.01
103
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.5
108
0.94
115
0
SVI
Negative
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0.6
121
1.19
102
0
other
Negative
56
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.4
0
96
0.87
110
0
SVI
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
2.2
94
0.81
116
0
SVI
Negative
74
F
f
f
f
t
f
f
f
f
f
f
f
f
f
3
1.3
96
1.01
95
0
other
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.07
0
138
0.99
139
0
SVHC
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
0
80
0.93
86
0
SVI
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
138
0.93
148
0
SVI
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
100
0
0
0
SVHC
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
1.7
115
1.1
105
0
other
Negative
24
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.03
2.3
42
0.92
46
0
other
Hyperthyroid
27
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
106
0.79
134
0
other
Negative
60
M
f
f
t
f
f
f
f
f
f
f
f
f
f
0.015
2.3
116
0.94
123
0
other
Negative
62
F
f
f
f
f
f
f
f
t
f
f
f
f
f
7.5
0
81
1.03
79
0
other
Hypothyroid
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
1
146
0.98
149
0
other
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
0
105
0.92
114
0
other
Negative
75
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.5
1.2
91
0.97
94
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.83
0
104
0.87
120
0
SVI
Negative
57
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.8
0
116
1.2
97
0
SVI
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
67
0.83
81
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
70
0.77
91
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.67
0
118
1.22
97
0
other
Negative
91
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.01
0
104
0.89
117
0
SVI
Negative
62
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.64
1.4
130
0.91
143
0
other
Negative