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
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.2
124
0
0
0
other
Negative
31
F
f
f
f
t
f
f
f
f
f
f
f
f
f
3.1
1.8
120
1.22
99
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
178
1
178
0
other
Hyperthyroid
42
M
f
f
t
f
f
f
f
f
f
f
f
f
f
1.1
1.7
79
0.88
90
0
other
Negative
39
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.2
1.9
98
0.88
110
0
other
Negative
83
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.5
0
118
0.97
121
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
124
1.15
108
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.8
109
1.04
104
0
SVI
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.24
2.4
119
1.1
109
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
0.9
82
1.1
75
0
other
Negative
76
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.6
122
1.25
98
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.9
135
0.96
141
0
SVI
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.43
0
116
0.78
149
0
SVI
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
85
0.65
131
0
SVI
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
79
0.95
83
0
other
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.7
138
1.03
134
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.5
0
45
0.47
96
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
90
1.07
84
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.43
0
96
0.88
109
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.2
0
0
0
0
other
Negative
28
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.15
0
133
0.99
135
0
other
Negative
18
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
93
1.04
89
0
STMW
Negative
18
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
95
0.93
102
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
26.4
2.3
73
1.09
67
0
other
Hypothyroid
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.7
1.9
89
0
0
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7
0
71
0.78
90
0
other
Hypothyroid
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.5
91
0.81
113
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
95
0.86
111
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
19
0
148
1.11
134
0
other
Hypothyroid
47
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.1
0
94
0.97
97
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.1
112
0.98
114
0
other
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.6
0
0
0
0
other
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.5
2.1
138
0.92
150
0
SVI
Negative
37
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.65
1.3
136
1.19
115
0
other
Negative
80
F
f
f
t
f
f
f
f
f
f
f
f
f
f
5.3
2
86
1.02
83
0
other
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.1
111
0.99
112
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.2
84
0.85
99
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.1
1.7
96
0.89
108
0
SVI
Hypothyroid
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.47
2.2
161
1.05
153
0
SVHC
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
1.9
110
0.73
150
0
SVHC
Negative
44
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.26
0
127
1.03
124
0
other
Negative
41
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.02
2
122
0.94
122
0
other
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.7
105
1.03
101
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.5
103
1.02
101
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.67
2.6
79
0.84
93
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.2
94
0.89
106
0
SVI
Negative
72
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.1
0
131
0.5
265
0
other
Negative
81
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.7
71
0.92
77
0
other
Negative
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
6.6
248
0.89
280
0
other
Hyperthyroid
49
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
27
other
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
0
131
0.83
158
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
t
f
1.1
2.8
107
1.09
99
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.4
120
0.82
146
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.62
2.4
118
1.12
106
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
55
0.7
15
1.08
14
0
SVI
Hypothyroid
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4
1.8
135
1
134
0
SVI
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
98
0.99
99
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
88
1.05
83
0
other
Negative
73
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.5
2
134
1.17
115
0
SVHD
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.69
1.6
89
0.96
93
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.2
77
0.85
91
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.32
2.7
96
1.4
69
0
other
Negative
36
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.05
2.2
162
1.15
140
0
other
Negative
47
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.7
1.7
91
0.96
94
0
SVHD
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.7
124
1.2
104
0
SVI
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.9
94
1.05
89
0
other
Negative
55
F
f
f
f
f
f
f
f
f
t
f
f
f
f
4.5
1.7
91
1.09
84
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.3
143
1.02
141
0
SVHC
Negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.66
2.3
114
0.88
129
0
SVHC
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.9
118
0.9
131
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
125
1.11
113
0
SVI
Negative
24
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.09
0
126
0.86
146
0
other
Negative
14
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
2.5
80
0.89
90
0
other
Negative
31
F
t
f
f
f
t
f
f
f
t
f
f
f
f
0.44
1.5
75
0.92
81
0
STMW
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.1
102
0.81
125
0
other
Negative
22
F
f
f
t
f
f
f
f
f
f
f
f
f
f
1.3
1.8
118
0.96
123
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
112
1.15
97
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
t
f
12
2.1
81
1.09
74
0
other
Hypothyroid
49
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.93
0
74
0.87
85
0
other
Negative
39
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.06
2.4
148
1.07
138
0
other
Negative
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.2
2
102
0.93
110
0
other
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.07
1.9
112
0.94
119
0
other
Negative
52
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
98
0.71
138
0
other
Negative
53
M
t
f
f
f
f
t
f
f
f
f
f
f
f
0.08
0
127
0.9
141
0
other
Negative
47
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0.02
1.2
72
0.82
88
0
other
Negative
13
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.1
82
0.88
93
0
other
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
1.8
148
1.19
125
0
SVHC
Negative
74
F
f
f
f
t
f
f
f
f
f
f
f
f
f
5.4
1.4
109
0.83
131
0
SVI
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.2
95
0.98
96
0
SVI
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.6
126
0.93
135
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.2
101
0.79
129
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7
0
112
1.08
103
0
other
Hypothyroid
22
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
2.4
157
1.2
131
0
SVHC
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.36
3
131
1.04
126
0
SVHC
Negative
64
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.82
0
125
1.01
124
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.5
0
75
0.84
89
0
SVI
Negative
52
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1.3
2
102
0
0
0
other
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
87
1.2
73
0
other
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.75
1.4
112
0.86
130
0
SVHC
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.9
101
0.99
102
0
SVI
Negative