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
45
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0.025
0
114
0.81
141
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.96
2.8
118
1.17
101
0
other
Negative
65
F
t
f
f
t
f
f
f
f
f
f
f
f
f
0.03
2.2
146
1.06
138
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.8
2.2
91
0.79
115
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.97
0
101
0.77
131
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
123
0.97
127
0
SVI
Negative
60
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.3
0
110
0.87
126
0
SVI
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
125
0.78
160
0
SVHC
Negative
46
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.7
0
135
1.05
129
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.46
0
117
0.9
130
0
SVI
Negative
81
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.3
107
0.85
126
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.8
0
121
0.99
122
0
other
Negative
82
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.4
115
0.74
155
0
SVI
Negative
56
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.1
0
130
1.12
116
0
SVI
Negative
72
F
t
f
f
f
f
t
f
f
f
f
f
f
f
1
1.4
120
0.94
128
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
21
0
60
1.17
51
0
SVHC
Hypothyroid
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
77
0.83
93
0
other
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
2.3
83
0.81
102
0
SVHC
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.9
0
109
1.03
106
0
other
Hypothyroid
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
0
56
0.86
65
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.93
0
127
0.94
135
0
other
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
0
96
0.79
122
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
0
106
0.93
114
0
SVHC
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
t
3.3
0
113
0.93
122
0
SVHC
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
86
0.94
91
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.65
0
96
0.79
122
0
SVHC
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.8
82
0.93
88
0
SVI
Negative
56
F
f
f
f
t
f
f
f
t
f
f
f
f
f
0.46
1.9
103
1.06
97
0
SVI
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.77
0
0
0
0
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.5
104
0.95
109
0
SVI
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.9
0
77
0.82
94
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
2.1
79
0.99
80
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
106
0.6
5
0.89
5.5
0
SVI
Hypothyroid
51
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.76
0
90
0.67
134
0
SVHC
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0
90
0.89
101
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.56
0
81
0.9
90
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.9
2.1
109
0.89
122
0
SVI
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
57
0.63
90
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.38
2.7
116
0.99
117
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
1.6
100
1.17
86
0
other
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.6
66
0.8
83
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
87
0.67
130
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
71
0.83
86
0
SVHC
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.8
0
65
0.91
71
0
SVI
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
95
0.93
102
0
other
Negative
49
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.5
0
105
0.99
106
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.72
0
108
0.77
140
0
SVI
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
133
0.92
145
0
SVHC
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.2
76
0.98
78
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.7
0
119
0.9
132
0
SVI
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.7
104
0.89
117
0
SVI
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
87
0.81
107
0
other
Negative
61
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.025
8
202
0
0
0
other
Hyperthyroid
61
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.3
0
93
0.95
98
0
other
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
0
133
0.91
146
0
SVI
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.2
81
0.78
104
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.87
2.1
122
0.97
126
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.6
120
0.87
138
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
82
0.69
119
0
SVI
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.4
118
0.87
136
0
SVI
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
2.5
95
0.98
97
0
SVHC
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.7
81
0
0
0
other
Negative
25
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.97
0
153
1.1
139
0
other
Negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
117
1.05
111
0
SVI
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
105
0.95
111
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
147
0.92
160
0
SVI
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.8
85
0.78
109
0
SVI
Negative
73
F
f
f
f
f
f
f
f
t
f
f
f
f
f
3.3
0
109
0.76
143
0
SVI
Negative
73
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.3
100
0.88
114
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.34
0
112
0.98
114
0
SVI
Negative
17
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
3
89
0.99
90
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.82
0
131
1.06
124
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
85
1.8
118
1.27
93
0
SVI
Hypothyroid
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.41
2.3
160
1.06
151
0
SVI
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.79
0
103
0.83
124
0
other
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
0
91
0.84
108
0
SVHC
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
59
0.2
13
0
0
0
SVI
Hypothyroid
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
93
0.99
94
0
other
Negative
55
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.6
1.8
101
1.02
99
0
other
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
91
0.94
97
0
other
Negative
87
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
77
0.75
103
0
SVI
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.82
0
105
1.08
97
0
other
Negative
41
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.36
1.9
154
1.04
148
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.01
1.4
69
0.94
73
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
3
141
1.2
118
0
other
Negative
38
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2.4
86
0.79
109
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
0
97
0.79
123
0
SVHC
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
81
0.77
105
0
other
Negative
73
F
f
f
f
f
f
f
f
t
f
f
f
f
f
78
0
57
0.97
59
0
other
Hypothyroid
79
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.7
0
90
0.98
92
0
SVI
Negative
84
M
f
f
f
f
f
f
f
f
f
f
f
t
f
0.48
0
60
0.8
75
0
SVI
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.62
0
86
0.58
148
0
other
Negative
80
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.08
2.5
68
0.83
82
0
SVI
Negative
73
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2
2.2
119
1.06
112
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.3
0
94
0.91
103
0
SVHC
Negative
73
F
f
f
f
f
f
f
f
f
t
f
f
f
t
1.4
0
136
1.07
127
0
SVHC
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
20
0
63
1.01
62
0
SVHC
Hypothyroid
30
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
0
126
0.87
145
0
SVHC
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.4
91
0.95
96
0
other
Negative