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
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2
126
1.02
124
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
t
f
f
t
1.2
1.3
95
1.02
93
0
SVHC
Negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.22
2.8
95
1.1
86
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
2.5
115
1.12
103
0
SVHC
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.69
0
94
1.1
86
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.4
74
0.73
101
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.79
0
96
0.99
97
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
2.4
126
1.13
112
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
t
f
f
f
1.1
2.6
134
0
119
0
SVHC
Negative
45
F
f
f
f
f
f
f
f
f
f
t
f
f
t
1.1
1.2
70
0.98
71
0
SVHC
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
99
0.85
117
0
SVHC
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.8
120
1.01
119
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
47
other
Hyperthyroid
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.1
100
0.95
105
0
SVI
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2
126
1.09
116
0
SVHC
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.2
119
0
0
0
SVI
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
109
1.1
99
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.43
1.5
168
1.11
151
0
SVI
Negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.75
2.2
106
0.88
120
0
SVHC
Negative
66
M
f
f
f
f
f
f
f
f
f
t
f
f
t
6
2
91
1.07
85
0
SVHC
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.8
115
1.12
103
0
SVHC
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
0
84
0.83
101
0
other
Negative
29
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.66
2.1
109
1.14
96
0
other
Negative
48
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.055
3.4
219
1.51
145
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.65
0
98
0.81
121
0
other
Negative
49
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
148
1.07
138
0
SVI
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
92
1.03
89
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
0
69
0.9
77
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
87
0.8
109
0
SVI
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
t
3
1.8
115
1.01
114
0
SVHC
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.48
0
74
0.58
128
0
SVI
Negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
72
0.62
116
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
109
0.67
163
0
SVI
Negative
59
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.06
2.1
99
0.73
136
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
113
0.92
123
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.4
1.8
97
0
0
0
SVI
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
2.4
122
1.04
117
0
SVHC
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
2.6
106
1.09
97
0
SVHC
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2
100
0.92
109
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.82
0
110
0.81
136
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
0
95
0.84
113
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.9
0
123
1.02
121
0
other
Negative
44
M
f
f
f
f
f
f
f
f
t
f
f
t
f
0
0
0
0
0
20
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.055
0
148
0.95
156
0
SVI
Hyperthyroid
32
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
2.7
163
1.14
143
0
SVHC
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
3.3
139
1
139
0
SVHC
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
126
1.03
122
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
65
0
51
1.05
49
0
other
Hypothyroid
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
0
96
0.96
100
0
other
Negative
56
M
f
t
f
f
f
f
f
f
f
f
f
f
f
2.4
0
101
0.79
128
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
97
1.13
86
0
other
Negative
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.08
0
114
0.45
253
0
SVI
Negative
39
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.005
2.8
148
1.09
136
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
0
93
0.77
121
0
SVI
Negative
81
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.6
112
0.91
123
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
170
0
29
1.03
28
0
SVI
Hypothyroid
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
0
107
1
107
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
101
0.9
112
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
3
105
0.99
106
0
SVHC
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
118
1
118
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.98
2.4
113
1.08
105
0
SVHC
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
106
0.74
143
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
84
1
84
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.09
1
101
1.16
87
0
other
Negative
71
F
f
f
f
f
f
f
f
f
t
f
f
f
f
9.9
1.8
89
0.99
90
0
other
Hypothyroid
68
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.33
3.1
103
1.1
94
0
other
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
74
0.87
85
0
other
Negative
74
F
f
f
f
f
f
f
f
f
t
f
f
f
f
4.3
1.2
27
1.03
26
0
other
Hyperthyroid
53
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
108
0.82
132
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
0
144
0.89
162
0
SVI
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
86
0.68
126
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.57
0
138
0.76
182
0
SVI
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.6
125
0.95
132
0
SVI
Negative
32
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
77
0.73
105
0
other
Negative
66
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.6
2.2
109
0
0
0
other
Negative
23
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.31
1.7
147
1.04
141
0
other
Negative
62
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.16
2.1
77
0.9
86
0
other
Negative
50
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.5
0
92
0.87
106
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
1.5
107
0.86
124
0
SVHC
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.1
81
0.92
88
0
SVHC
Negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1
2.1
108
1.04
104
0
other
Negative
60
F
f
f
f
t
f
f
f
f
f
f
f
t
f
0
2.6
0
0
0
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.74
0
134
1.02
131
0
SVI
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
112
0.97
116
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
95
0.88
108
0
other
Negative
93
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
137
1.05
131
0
other
Negative
93
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.6
0
83
0.87
95
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.07
1.1
145
0.87
167
0
SVI
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
2.2
108
1.12
96
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
12
1.5
126
0.95
133
0
SVI
Hypothyroid
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
112
0.73
153
0
SVI
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
78
0.55
142
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.4
98
0.93
105
0
SVI
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
109
1
109
0
other
Negative
76
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.45
0
184
1.21
152
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.96
0
95
0.82
116
0
STMW
Negative
66
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.3
94
0.89
106
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.5
0.2
44
0.64
69
0
SVI
Negative
21
M
f
f
f
f
f
f
f
f
f
f
f
f
f
22
1.5
107
0.91
118
0
SVI
Hypothyroid
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.81
1.1
143
0.91
157
0
SVI
Negative