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
17
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
154
1.34
115
0
SVI
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.5
85
0.81
105
0
SVI
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
2
73
0.74
99
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.66
1.7
114
0.89
128
0
SVI
Negative
61
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
63
0.71
89
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.82
1.4
129
0.88
147
0
SVHC
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.92
0
98
0.79
125
0
other
Negative
59
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.1
98
0.9
108
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
3
106
1.12
96
0
other
Negative
74
M
t
f
t
f
f
f
f
t
t
f
f
f
f
5.2
0
0
0
0
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.03
1.8
145
1.04
140
0
SVHD
Negative
38
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0.88
1.6
108
0.85
127
0
SVI
Negative
94
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
0
157
1.02
154
0
SVI
Negative
50
F
f
f
t
f
f
f
f
f
t
f
f
f
f
0.03
3.4
131
1.02
129
0
other
Hyperthyroid
18
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.03
0
183
1.3
141
0
other
Negative
22
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.3
3.6
148
1.42
104
0
other
Negative
53
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.03
5.4
162
0.73
222
0
other
Hyperthyroid
38
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.2
0
93
1.15
81
0
other
Negative
69
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1.3
1.9
101
0
0
0
other
Negative
29
M
f
f
f
f
f
f
f
t
f
f
f
f
f
2.3
1.9
100
0.93
107
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.4
0
135
0.84
160
0
SVHC
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
0
93
0.75
125
0
SVHC
Negative
73
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.03
1.7
127
0.89
143
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.03
5.5
199
1.05
190
0
other
Hyperthyroid
41
F
f
f
f
f
f
f
t
f
f
f
f
f
f
5.1
1.8
91
1.12
82
0
other
Negative
64
F
t
f
f
f
f
f
t
t
f
f
f
f
f
0.73
2
152
1.15
131
0
other
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.03
0
152
0.99
153
0
other
Negative
29
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.33
2.2
142
0.93
153
0
other
Negative
35
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.14
1.9
73
1.16
63
37
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
78
1.02
77
0
SVI
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
97
0.86
112
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.6
130
1.05
123
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
100
1
100
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.3
2.1
81
0.9
90
0
other
Negative
57
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.62
1.5
74
0.78
96
0
other
Negative
54
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.58
2.6
100
1.01
99
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.34
1.4
100
0.8
124
0
SVHC
Negative
58
F
f
f
f
f
f
f
f
f
f
t
f
f
f
3
0
115
1.07
107
0
SVI
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
108
1.02
106
0
SVI
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
44
1.7
59
1.04
57
0
other
Hypothyroid
38
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.93
1.6
131
1.3
101
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.1
109
1.02
107
0
other
Negative
37
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.6
2.2
104
0.99
105
0
other
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.7
104
0.96
108
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
2.8
0
0
0
0
SVI
Negative
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.38
0
105
0.9
116
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
95
1.02
93
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.31
0
146
1.04
141
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.4
130
1.24
105
0
other
Negative
58
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.98
0
99
1.08
92
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
1.7
116
0
0
0
SVI
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
31
other
Hyperthyroid
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.4
96
0
0
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.2
0
88
0.95
92
0
SVI
Negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
100
0.82
122
0
SVI
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1.7
84
0.99
85
0
SVI
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
0
0
0
0
other
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
78
0.87
90
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.35
1.4
108
1.02
105
0
SVI
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.1
116
1.05
110
0
STMW
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.7
66
0.75
88
0
other
Negative
21
F
t
f
f
f
f
f
f
f
f
f
t
f
t
1.3
1.9
112
1.06
106
0
SVHC
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
90
0.98
92
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.8
163
1.05
155
0
other
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.46
0
77
0.67
115
0
other
Negative
37
F
f
f
f
f
f
t
f
f
t
f
f
t
f
0.57
2.6
159
1.39
114
0
SVI
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
12
0
68
0.62
111
0
other
Hypothyroid
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
100
0.83
121
0
other
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
58
0
74
0.9
82
0
other
Hypothyroid
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.035
0
124
1.04
119
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.09
1.3
80
1.02
79
0
other
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
3.1
119
1.08
109
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2
76
1.03
73
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
0
87
0.89
98
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.6
75
0.76
99
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2
99
0.96
104
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
26
2
89
1.5
59
0
other
Hypothyroid
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.17
1.7
120
0.98
122
0
other
Negative
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.12
0
109
0.85
128
0
other
Negative
30
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.6
1.7
82
1.03
79
0
other
Negative
33
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.045
0
112
0.83
134
0
other
Negative
55
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.035
4.4
195
0.82
237
0
other
Hyperthyroid
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.76
0
105
0.85
124
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
68
0.64
106
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.5
96
0.88
109
0
SVHC
Negative
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
131
1.01
131
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
81
0.85
95
0
other
Negative
72
F
f
f
f
t
f
f
f
f
f
f
f
f
f
5.8
1.4
107
1.07
100
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
113
0.97
117
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
91
0.71
128
0
other
Negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.66
0
127
0.97
131
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
70
0
63
1.19
53
0
other
Hypothyroid
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
57
0.85
65
0
SVI
Negative
19
F
f
f
f
f
t
f
f
f
f
f
f
t
f
0.45
3.2
130
1.83
71
0
STMW
Hyperthyroid
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5
2.2
115
1.02
114
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.45
2.1
107
0.9
119
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
0
0
0
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
123
1.16
107
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.59
1.5
116
0.93
124
0
other
Negative