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
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.3
120
0.94
128
0
SVI
Negative
72
F
f
f
f
t
f
f
f
f
f
f
f
f
f
3.8
1.2
122
1.17
104
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.7
3.1
90
0.96
94
0
other
Negative
67
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.77
0
95
1.02
93
0
other
Negative
26
M
f
f
f
f
f
f
f
f
f
t
f
f
f
3.1
2.6
95
0.89
107
0
SVHC
Negative
81
F
f
f
t
f
f
f
f
f
t
f
f
f
f
1.2
2.3
89
1.14
78
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
75
0.91
82
0
other
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0
89
0.97
92
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.07
0
147
0.95
155
0
other
Negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.4
1.2
109
0.86
127
0
other
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
t
3.4
0
94
0.83
113
0
SVHC
Negative
47
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.4
0
135
1.06
127
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
77
0.9
86
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.6
0
134
0.86
156
0
SVHC
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.93
0
114
1.02
112
0
SVI
Negative
45
M
f
f
f
f
f
f
f
f
f
t
f
f
t
2.5
0
108
0.98
110
0
SVHC
Negative
1
M
f
f
f
f
f
f
f
f
t
f
f
f
f
6.5
0
133
1.26
106
0
STMW
Hypothyroid
33
F
f
f
f
f
f
f
f
t
f
f
f
f
f
41
0
95
1.02
93
0
other
Hypothyroid
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
0
83
0.86
97
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5
0
98
1.01
97
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
0
91
0.8
114
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
134
1.03
130
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
97
1.05
92
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
84
0.82
102
0
other
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.7
0
118
0.99
119
0
SVHC
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
99
0.94
105
0
SVHC
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.4
2.3
122
1.1
111
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.6
83
1.01
82
0
other
Negative
57
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.07
1.6
75
1.09
69
0
other
Negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2
0
157
1.05
150
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.2
134
0.97
138
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.5
1.2
151
1.14
132
0
SVI
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
t
f
6.7
0
90
1.02
88
0
other
Hypothyroid
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.24
2.7
117
1.08
108
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2
2.4
96
0.98
98
0
SVHC
Negative
49
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.075
3.3
239
1.28
187
0
other
Hyperthyroid
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
97
0.71
137
0
other
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
0
75
1
75
0
other
Negative
54
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.075
5
216
0.86
251
0
other
Hyperthyroid
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.47
0
92
0.91
101
0
SVI
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
t
3.4
1.9
126
1.18
107
0
SVI
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
0
90
0.77
117
0
SVI
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
61
0.77
79
0
other
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.9
2.1
93
0.96
97
0
other
Negative
73
F
f
f
f
f
f
f
f
f
t
f
f
f
f
7.3
2.1
139
1.15
121
0
other
Hypothyroid
49
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.1
3.1
139
1.14
122
0
other
Negative
62
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0
0
98
1
98
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.6
109
0.83
131
0
other
Negative
45
M
t
f
f
f
f
f
f
f
f
t
f
f
t
1.7
1.8
94
0.86
109
0
SVHC
Negative
45
M
f
f
f
f
f
f
f
f
f
t
f
f
f
2.3
2.2
98
0.93
105
0
SVHC
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
0.4
47
0.88
53
0
other
Hypothyroid
76
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.26
0.1
34
0.61
56
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
t
f
f
f
1.1
1.8
111
1.02
109
0
SVHC
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.085
4
221
1.09
203
0
other
Hyperthyroid
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.32
0
99
1.01
98
0
other
Negative
39
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.105
4.1
131
0.95
138
0
other
Hyperthyroid
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.4
0
117
1.04
113
0
other
Hypothyroid
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
0
131
1.15
114
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.6
99
0.87
114
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.27
0
117
1.08
108
0
other
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.52
0
116
0.98
118
0
other
Negative
1
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
117
0.97
121
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
t
f
f
f
7.2
0
106
0.83
128
0
SVI
Hypothyroid
33
M
f
f
f
f
f
f
f
f
f
t
f
f
f
4.5
2.1
83
0.95
87
0
SVHC
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2
177
1.18
150
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.9
0
119
1.19
100
0
other
Hypothyroid
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.5
1.6
112
0.91
123
0
other
Hypothyroid
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.8
0
77
0.76
101
0
other
Hypothyroid
63
M
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
1.9
114
1
114
0
SVHC
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
153
0.67
228
0
SVI
Hyperthyroid
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.9
112
0.95
118
0
SVI
Negative
31
F
t
f
f
f
f
f
f
f
f
f
f
f
f
166
0.6
32
1.04
31
0
SVI
Hypothyroid
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.3
98
0.91
108
0
SVI
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
122
1.12
109
0
SVI
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.2
2
73
1
73
0
other
Hypothyroid
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
156
1.36
115
0
other
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
16
other
Negative
44
M
f
f
f
f
f
f
f
f
f
t
f
f
f
1.9
1.8
94
0.89
106
0
SVHC
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.4
0
75
0.82
91
0
SVHC
Negative
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4
0
106
0.83
128
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.065
2.3
130
1.03
126
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.04
3.8
292
0.91
321
0
other
Hyperthyroid
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.6
109
0.93
117
0
SVI
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
88
0.73
121
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
2.8
118
1.01
117
0
SVHC
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.3
99
0.86
115
0
SVHC
Negative
38
F
t
f
f
f
f
f
f
t
f
f
f
f
f
4.3
1.5
142
0.97
146
0
other
Negative
35
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.52
2.6
91
0.97
94
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
29
other
Negative
52
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.04
0
176
1.49
118
0
other
Negative
42
F
f
f
f
f
t
f
f
f
f
f
f
f
t
3.8
2.3
127
0.97
131
0
SVHC
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.3
0
142
1.26
113
0
other
Hypothyroid
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
0
101
0.96
105
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
106
0.93
114
0
other
Negative
16
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.21
2.4
126
0.93
135
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.91
2.2
96
0.88
109
0
SVHC
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
1.8
123
1.04
118
0
SVHC
Negative
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.9
98
1.01
97
0
other
Negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.9
109
0.92
118
0
other
Negative
56
F
f
t
f
f
f
f
f
f
f
f
f
f
f
1.6
3
104
1.15
90
0
other
Negative