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
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.5
109
1.11
98
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4
2.2
90
1.16
78
0
other
Negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.38
2.1
90
0.88
102
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
2.4
100
1.02
98
0
SVHC
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2
131
1.07
122
0
SVI
Negative
14
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.78
2.2
78
0.88
89
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.4
95
1.11
86
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.83
0
193
1.33
144
0
other
Negative
22
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.56
2.7
179
1.25
143
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.4
112
1.01
111
0
other
Negative
44
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.1
3.3
140
1.65
86
0
other
Negative
46
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.025
2.7
107
0.77
139
0
other
Negative
74
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1.5
2.1
70
0.74
94
0
SVI
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.38
1.3
84
0.91
97
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2
99
0.96
103
0
other
Negative
72
F
f
f
f
t
f
f
f
t
f
f
f
f
f
6
2.4
118
1.26
94
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
t
f
f
f
f
42
0.2
18
1.09
16
0
SVI
Hypothyroid
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.1
80
0.98
82
0
SVI
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.9
83
0.74
112
0
SVI
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.5
106
0.97
110
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0.99
1.5
63
0.56
113
0
SVI
Negative
71
M
t
f
f
f
f
f
f
t
f
f
f
f
f
25
0.3
31
0.68
46
0
SVI
Hypothyroid
57
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
2.7
89
0.91
99
0
SVHC
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
18
other
Negative
40
F
f
f
f
f
f
f
f
t
f
f
f
f
t
1.3
2.6
135
1.09
124
0
SVHC
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.45
2.5
100
1.17
86
0
SVHC
Negative
47
F
f
f
f
f
f
f
t
f
f
f
f
f
f
4.7
2.4
102
1.12
92
0
other
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.2
143
0.92
154
0
SVI
Negative
61
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.8
2.3
89
0.85
105
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.2
100
0.93
108
0
SVHC
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.34
2.5
163
1.11
148
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2
130
0.93
139
0
SVI
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.1
133
1.08
123
0
SVI
Negative
54
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.01
3.6
142
1.23
115
0
other
Hyperthyroid
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2
87
0.73
118
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.5
110
0.89
124
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
3.5
0
0
0
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
175
0.86
204
0
other
Hyperthyroid
24
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.4
2.3
73
1.09
67
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.33
1.8
134
0.97
138
0
other
Negative
17
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
3.4
46
0
0
0
SVHC
Negative
63
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.03
3.3
120
0.96
125
0
other
Hyperthyroid
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2
96
1.05
92
0
SVI
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.1
134
1.06
127
0
SVI
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.8
86
0.81
106
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.9
126
0.9
141
0
SVI
Negative
90
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0.03
1.9
203
0.9
224
0
SVI
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
117
0.4
17
1.14
15
0
SVI
Hypothyroid
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
24
1.3
84
0.82
102
0
SVI
Hypothyroid
66
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.1
1.8
135
1.09
124
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
t
t
1.2
2.3
133
1.17
113
0
SVI
Negative
44
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.3
2.3
118
1.01
117
0
other
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.73
2.4
135
1.05
129
0
SVHC
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.88
3
69
0.67
102
0
SVHC
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
2.6
121
0.97
125
0
SVHC
Negative
49
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.4
111
1.07
104
0
other
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
89
0.2
10
1.13
9
0
SVI
Hypothyroid
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.6
1.7
128
1.08
118
0
other
Hypothyroid
68
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.5
2.3
117
1.04
113
0
other
Negative
71
M
f
f
f
f
f
f
f
t
f
f
f
f
f
38
0.4
37
0.74
50
0
SVI
Hypothyroid
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.035
1.2
98
0.83
118
0
SVI
Negative
37
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.61
1.6
116
0.91
127
0
other
Negative
50
F
f
f
f
f
f
t
f
f
f
f
f
f
f
76
0.5
22
1.12
19
0
other
Hyperthyroid
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
43
1.6
63
0.84
75
0
other
Hypothyroid
18
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.1
79
1.1
72
0
other
Negative
64
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.24
0
83
0.9
93
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.69
1.9
129
1.02
126
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.6
119
1.09
110
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.2
1.9
89
0.94
95
0
other
Hypothyroid
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.8
1.9
102
1.18
87
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.48
1.7
88
0.83
105
0
SVI
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
2
127
1.04
122
0
SVI
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.9
111
0.99
112
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.7
153
1.06
144
0
SVI
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.9
125
1.01
124
0
SVI
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
2
66
0.74
89
0
SVHC
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.1
96
0.85
112
0
STMW
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2
102
0.82
125
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.38
0
121
0.95
128
0
other
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
41
1.5
48
1.17
41
0
other
Hypothyroid
16
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
76
0.93
82
0
other
Negative
16
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.9
112
1.26
89
0
other
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.4
1.3
73
0.72
101
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
34
1.5
88
1.06
83
0
other
Hypothyroid
34
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.83
2.4
114
1.02
112
0
SVHC
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
9.099999
0
101
1.12
90
0
other
Hypothyroid
33
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1
1.4
88
0.78
113
0
SVHC
Negative
76
F
f
f
f
t
f
t
f
f
f
f
f
f
f
1.8
1.2
65
0.76
86
0
other
Negative
67
F
t
f
f
f
f
f
f
t
f
f
f
f
f
2
2.5
133
1.19
112
0
other
Negative
78
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.99
1.7
114
0.96
119
0
SVHD
Negative
62
F
f
f
f
f
f
t
f
f
f
f
f
f
f
6.5
1.8
97
1.29
76
0
SVI
Hyperthyroid
55
F
f
t
f
f
f
f
f
f
f
f
f
f
f
1.2
2.4
95
1.05
90
0
SVI
Negative
55
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.9
2.3
98
1.03
95
0
SVI
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
1.4
98
0.97
110
0
SVI
Negative
8
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
31
other
Hyperthyroid
35
F
f
f
f
f
f
f
f
t
f
f
f
f
f
31
2.6
46
1
46
0
other
Hypothyroid
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
73
0.77
95
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.93
2.8
155
1.01
153
0
SVHC
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
151
1
32
1.16
28
0
other
Hypothyroid
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.6
105
0.8
131
0
SVI
Negative