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
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.8
108
0.71
151
0
SVI
Negative
53
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
129
1.08
119
0
other
Negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4
0
120
0.8
150
0
other
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.8
86
0.82
105
0
SVHC
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.8
103
0.91
113
0
SVHC
Negative
31
F
f
f
f
f
t
f
f
f
f
f
f
t
f
0
3
158
1.01
156
0
other
Hyperthyroid
54
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.4
0
60
0.87
69
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
1.9
102
0.93
110
0
SVHC
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.2
91
0.87
105
0
other
Negative
49
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0.1
1.3
82
1
82
0
SVI
Negative
28
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.1
1.8
85
0.78
109
0
other
Negative
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.8
189
1.66
114
0
other
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.8
103
1
103
0
other
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.6
91
0.88
103
0
SVHC
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0.8
74
0.85
87
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.05
3.6
94
1.02
92
0
SVI
Hyperthyroid
67
M
f
f
f
f
f
f
f
t
f
f
f
f
f
2.1
2
83
0.96
87
0
SVI
Negative
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2
79
0.62
126
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.7
93
0.78
119
0
SVI
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.3
87
0.89
97
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.2
107
1.12
96
0
other
Negative
72
F
t
f
f
f
f
f
f
f
f
f
f
t
f
0
3.2
0
0
0
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.5
104
0
0
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.1
79
0.89
90
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.6
134
0.99
136
0
SVI
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.6
80
0.84
95
0
SVHC
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.3
124
1.04
118
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.8
122
0.85
144
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.1
122
0.82
150
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.2
79
0.7
114
0
SVI
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
2.1
99
0.85
117
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.2
96
0.86
111
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.9
123
0.99
124
0
SVI
Negative
16
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.05
6.2
255
1.04
244
0
other
Hyperthyroid
28
F
t
f
f
f
t
f
f
f
f
f
f
f
f
2.5
2.6
179
1.55
115
0
other
Negative
56
F
f
f
t
f
f
f
f
f
f
f
f
f
f
8.2
2
66
0.94
70
0
other
Hypothyroid
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.6
113
0.91
123
0
other
Negative
55
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.3
0
76
1.01
76
0
SVI
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
2.5
107
0.92
116
0
SVHC
Negative
42
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2
129
1.02
126
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
23
other
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
109
1.03
106
0
other
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.2
89
0.99
90
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
3.6
301
1.75
172
0
other
Hyperthyroid
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.7
103
0
0
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
t
4.8
2.4
114
0.84
135
0
SVHC
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.6
95
0.99
96
0
SVHC
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
1.9
146
1.19
123
0
SVHC
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2
121
1.04
116
0
SVHC
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.4
119
0.98
121
0
SVI
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.1
106
0.94
113
0
other
Negative
16
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
5
164
1.26
130
0
other
Negative
32
F
f
f
f
f
t
f
f
f
f
f
f
f
f
0.25
2.5
105
1.05
100
0
STMW
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.2
112
0.98
115
0
STMW
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
47
1.1
52
0.9
58
0
other
Hypothyroid
78
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.7
1.6
102
1.23
83
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2
130
0
0
0
other
Negative
74
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.3
1.2
89
0.94
95
0
other
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2
94
0.97
98
0
SVHC
Negative
69
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.2
2.5
124
1.15
108
0
other
Negative
38
M
f
f
f
f
f
f
f
t
f
f
f
f
f
3.9
2.2
61
0.76
80
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
144
0.94
154
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
70
0.5
2.9
1.05
2.8
0
other
Hypothyroid
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
31
0.8
13
1.19
11
0
other
Hypothyroid
70
F
f
f
f
f
f
f
f
t
f
f
f
f
f
3.7
0
69
0.83
83
0
other
Negative
70
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.9
0
70
0.8
87
0
other
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.9
86
0.9
96
0
other
Negative
28
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2
115
0.92
124
0
other
Negative
58
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0.2
0
256
0.9
283
0
other
Hyperthyroid
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.9
134
0.98
137
0
SVI
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.9
98
0.89
110
0
SVHC
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.1
153
1.22
126
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.9
118
0
0
0
other
Negative
36
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.4
179
1.36
131
0
other
Negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.6
122
0.81
152
0
other
Negative
43
F
t
f
f
f
f
f
f
t
f
f
f
f
f
2.6
1.8
137
1.02
134
0
other
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.8
123
0.97
126
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.1
93
0.73
127
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2.4
87
0.94
93
0
SVHC
Negative
61
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.2
3.8
252
1.13
222
0
other
Hyperthyroid
37
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
116
0.9
128
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2
87
0
0
0
other
Negative
26
F
f
f
f
f
f
t
f
f
t
f
f
f
f
11
0
89
1.04
86
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
5.1
187
1.17
160
0
other
Hyperthyroid
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
1.2
59
0.83
71
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.9
109
1.03
106
0
SVI
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2.2
105
0.91
115
0
other
Negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.3
111
0.94
118
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
25
0.4
39
0.61
64
0
SVI
Hypothyroid
49
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1
1.6
93
0.94
99
0
other
Negative
1
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
3.1
other
Negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.8
142
0.99
143
0
other
Negative
56
F
t
f
f
f
f
f
t
t
f
f
f
f
f
2.2
1.4
88
0.77
114
0
other
Negative
18
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.1
120
1.12
107
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.3
112
1.08
104
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.8
2.2
77
0
0
0
other
Hypothyroid
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.7
114
1.31
87
0
other
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.1
108
0.91
119
0
other
Negative
66
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2.5
142
1.25
113
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.6
137
0.95
144
0
other
Negative