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
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
1.2
107
0.86
122
0
SVI
Negative
70
M
t
f
f
f
f
f
t
f
t
f
f
f
f
1.9
1.3
136
0.8
170
0
other
Negative
47
F
f
f
t
f
f
f
f
f
f
f
f
f
f
1.9
1.7
109
0.89
123
0
other
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
t
73
1
25
0.99
25
0
SVHC
Hypothyroid
58
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.63
1.6
107
0.93
115
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.8
118
0.97
122
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.9
98
0.95
103
0
other
Negative
63
M
f
f
f
f
f
f
f
f
f
t
f
f
f
3.2
1.7
87
0.75
116
0
SVHC
Negative
36
F
f
f
f
t
f
f
f
f
t
f
f
f
f
2.9
2
96
0.91
106
0
other
Negative
63
F
f
t
f
f
f
f
f
f
f
f
f
t
f
0.085
1.9
186
0
0
0
other
Negative
45
F
t
f
f
f
f
f
f
f
f
f
f
f
f
12
0
137
0.74
185
0
other
Negative
49
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0
0
0
0
0
27
other
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
0.7
131
0.74
177
0
other
Negative
59
M
f
f
f
f
f
f
f
f
t
f
f
f
f
7.8
0
89
0.85
105
0
other
Hypothyroid
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.9
115
1.19
97
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2
99
0.83
119
0
SVHC
Negative
72
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
1.9
125
0.97
129
0
other
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
151
1.02
148
0
other
Negative
26
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.39
1.8
147
0.79
185
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
2.5
89
0.95
94
0
other
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
6.5
1.2
90
0.86
105
0
SVHC
Hypothyroid
33
F
t
f
f
f
f
f
f
f
f
f
f
f
t
1
2.1
108
0.92
117
0
SVHC
Negative
58
F
f
f
f
f
f
f
f
f
f
t
f
f
f
6.4
2.3
85
1.06
80
0
SVHC
Hypothyroid
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.7
129
0.95
136
0
SVHC
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.099999
2.1
118
1.05
112
0
SVI
Hypothyroid
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.9
1.5
73
0
0
0
SVI
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.3
93
0.82
113
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5
2.4
100
0
0
0
other
Negative
60
F
f
f
f
f
f
t
f
f
f
f
f
f
f
1.7
2.6
113
0.9
126
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
82
0.74
111
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.1
0
111
0.96
116
0
STMW
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
150
1.06
142
0
STMW
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
23
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
17
1.6
89
0.69
129
18
other
Hypothyroid
31
F
f
f
f
t
f
f
f
t
f
f
f
f
f
0.14
1
103
0.66
156
0
SVI
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
0
98
0.9
109
0
SVI
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.5
102
0.8
128
0
SVI
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
12
1.5
94
0.94
100
0
SVI
Hypothyroid
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
91
0.84
108
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.55
0
81
0.57
142
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0.9
83
0.65
128
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.4
88
0.62
142
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.5
93
0.78
119
0
SVI
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.9
107
0.93
115
0
SVHC
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.5
97
0.85
114
30
SVI
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.065
3.4
133
0.53
251
0
SVI
Negative
76
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.3
2.4
97
0.99
98
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
38
other
Hyperthyroid
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.4
135
1.01
135
32
SVI
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.85
1.6
122
0.79
154
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2
120
0.96
125
35
SVI
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
100
0.87
115
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.4
72
0.47
153
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.7
93
0.73
127
0
other
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
2.1
87
1.05
83
0
other
Negative
35
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.3
0
127
1.11
114
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.8
95
0.91
104
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
0
108
0.95
114
0
other
Negative
72
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.5
1.8
97
1
97
0
SVHD
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.8
82
0.84
99
0
SVHC
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.2
86
0.69
126
0
SVI
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
0
116
0.88
132
0
SVHC
Negative
41
M
f
f
f
f
f
f
f
f
f
t
f
f
f
8.4
0
94
0.84
112
0
SVHC
Hypothyroid
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.4
92
0.85
108
0
STMW
Negative
68
F
f
f
f
f
f
f
t
f
f
f
f
f
f
54
1.2
19
1.04
18
0
SVI
Hyperthyroid
47
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.55
1.8
134
0.97
138
0
other
Negative
54
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.07
3.1
156
0.81
193
0
other
Negative
71
M
f
f
f
f
f
f
f
f
t
f
f
f
f
3.3
1.9
116
0.91
128
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2
2.7
121
0.97
125
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.9
1.5
91
0.95
96
0
SVI
Hypothyroid
49
F
f
f
f
t
f
f
f
t
f
f
f
f
f
32
2.1
82
0.73
112
0
SVHD
Hypothyroid
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.2
100
0.7
143
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
t
f
f
f
2.8
0
114
0.94
122
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
1
90
0.77
117
0
other
Negative
17
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
2.5
110
0.91
121
0
STMW
Negative
38
M
f
f
t
f
f
f
f
f
f
f
f
f
f
0.13
6.4
256
0.77
332
0
other
Negative
38
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.56
2.9
158
0.75
211
0
other
Negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.2
2.4
85
0.55
155
0
other
Negative
60
F
f
f
f
f
f
f
t
f
f
f
f
f
f
12
3.1
93
0
0
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.23
3.7
144
0.91
158
0
other
Negative
74
F
t
f
f
f
f
f
f
f
f
f
f
f
f
98
3.5
13
0.9
14
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.2
75
0.57
132
0
SVI
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.8
73
0.64
114
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.91
0
118
0.85
139
0
other
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
t
f
1.7
2.6
89
0.6
148
0
SVI
Negative
33
M
t
f
f
f
f
f
f
f
f
f
f
f
t
2.7
3.2
143
0.84
170
0
SVHC
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.9
86
0.94
92
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.4
91
1.05
87
0
other
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.99
3
149
0
0
0
SVI
Negative
42
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.065
3.1
156
0.94
166
0
other
Hyperthyroid
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.065
5.1
138
1.13
122
0
other
Hyperthyroid
56
F
t
f
f
f
f
f
f
t
f
f
f
f
f
1.4
2.3
115
1.07
107
0
other
Negative
56
F
f
f
f
f
f
f
f
t
f
f
f
f
f
13
2.5
77
0.95
81
0
other
Hypothyroid
17
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
102
0.93
110
0
other
Negative
36
M
t
f
f
f
f
f
f
f
f
f
f
f
t
1.6
2.8
131
1.05
125
0
SVHC
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.9
105
0.9
117
0
SVHC
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
2.1
96
0.87
110
0
SVHC
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
11.9
2.6
79
0.9
88
0
other
Hypothyroid
52
F
t
f
f
f
f
f
f
f
f
f
f
f
t
2.4
2.8
118
1.01
117
0
SVHC
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.7
74
0.73
101
0
SVHC
Negative