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
79
F
t
f
f
f
f
f
f
f
f
f
f
f
f
5.1
2
107
1.04
104
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
12.099999
3.4
94
0.92
102
0
other
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2
68
0.87
78
0
other
Negative
20
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.02
2.6
106
0.91
116
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.4
105
0.83
125
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.56
1.3
70
0.93
75
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.97
1.8
102
0.92
111
0
SVI
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
104
1.06
98
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.2
109
0.78
140
0
SVI
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
1.6
107
1.15
93
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2
143
1.31
109
0
other
Negative
74
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.5
2.4
100
1.07
93
0
other
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.7
2.1
73
0.74
98
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2
84
0
0
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.4
106
1
106
0
other
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2.2
83
0
0
0
other
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.9
83
1.08
77
0
STMW
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.4
0
0
0
0
other
Negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
141
1.17
120
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.93
1.7
81
0
0
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.9
123
1.16
106
0
SVI
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
1.5
83
0.78
106
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.045
2.5
157
1.07
147
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.85
0
131
0.91
144
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.055
1.7
75
0.81
93
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
110
0.96
114
0
other
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.8
2.1
107
0.99
108
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
60
0.7
14
1.11
13
0
other
Hypothyroid
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
47
0.2
2
0.84
2
0
other
Hypothyroid
52
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.93
1.3
86
0.64
134
0
SVI
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
13
1.9
61
0.82
74
0
SVI
Hypothyroid
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.73
2
92
0.95
97
0
SVI
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1
1.9
83
0.9
92
0
SVHC
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.8
142
0.99
144
0
SVHC
Negative
52
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
39
other
Hyperthyroid
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.13
2.1
87
0.95
91
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.83
2.2
79
0.8
99
0
SVHC
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
1.2
95
0.8
119
0
SVHC
Negative
57
M
f
f
f
f
f
f
f
f
f
t
f
f
f
1.4
2.5
101
1.03
96
0
SVHC
Negative
23
F
f
f
f
f
f
f
f
f
f
t
f
f
t
2.1
3.1
116
1.2
96
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2.1
87
0.75
115
0
other
Negative
60
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.35
1.6
98
0.75
131
0
other
Negative
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.7
112
0.96
117
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.5
95
0.78
122
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.8
2.4
111
0.8
139
0
SVHC
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2
117
0.8
145
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.2
2.3
111
0.99
112
0
other
Hypothyroid
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.9
1.9
90
0.98
92
0
other
Negative
33
M
f
f
f
f
f
f
f
f
f
t
f
f
f
1.8
2.4
120
0.99
121
0
SVHC
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
46
other
Hyperthyroid
41
F
t
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
28
other
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.8
98
0.83
118
0
other
Negative
72
F
f
f
f
f
f
f
f
t
f
f
f
f
f
3
2.3
121
1.01
120
0
SVI
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.2
138
0.9
154
0
SVI
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.6
140
1.1
127
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.9
108
0.93
116
0
SVI
Negative
26
F
f
t
f
f
f
f
f
f
f
f
f
f
f
9.2
1.6
104
1.12
93
0
other
Hypothyroid
79
M
f
f
f
f
f
f
f
t
f
f
f
f
f
2.4
0
0
0
0
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.055
8.5
244
0.98
249
0
other
Hyperthyroid
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.9
135
0.81
167
0
SVHC
Negative
76
F
f
f
f
f
f
f
f
t
t
f
f
f
f
2.5
0
118
1
118
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.4
2.2
122
1.1
111
0
other
Negative
74
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.7
2.2
99
1.04
96
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
112
0.9
124
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.6
0
0
0
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
121
1.09
111
0
other
Negative
30
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.4
113
0.83
136
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0
0
0
0
0
35
other
Hyperthyroid
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.5
93
0.71
132
0
SVI
Negative
76
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.4
2.4
118
0.91
130
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2
96
0.86
112
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.5
121
1.07
114
0
other
Negative
7
M
f
f
f
f
f
f
f
f
f
f
f
f
f
15
0
137
1.03
133
0
other
Hypothyroid
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
137
1.06
129
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.2
134
1.18
114
0
other
Negative
13
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
113
0.99
114
0
other
Negative
56
F
t
f
f
f
f
t
f
f
f
f
f
f
f
1.1
2.2
103
0.9
114
0
other
Negative
14
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.7
80
0.83
97
0
other
Negative
14
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0.8
121
0.95
127
0
other
Negative
15
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
102
0.97
105
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
1.9
138
0.91
155
0
SVHC
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
t
3.6
1.3
153
1
152
0
SVHC
Negative
68
F
f
f
f
f
f
f
f
t
f
f
f
f
f
19
0
93
1.2
77
0
other
Hypothyroid
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.8
99
0
0
0
other
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.97
1.7
83
0.97
86
0
other
Negative
55
M
f
f
f
f
f
f
f
f
t
f
f
f
f
2.5
1.9
109
1.04
104
0
SVI
Negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
1.7
115
0.98
118
0
SVHC
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
6.8
1.2
44
0.87
51
0
other
Hypothyroid
42
F
f
f
f
f
f
t
f
f
f
f
f
f
f
7.2
1.3
93
0.9
104
0
other
Hyperthyroid
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.6
139
1.04
134
0
other
Negative
44
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.01
1.8
109
1
109
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.72
0.9
96
0.75
127
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.035
4.9
192
1.09
176
0
other
Hyperthyroid
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.6
111
1
111
0
SVI
Negative
44
M
f
f
f
f
f
f
f
f
f
t
f
f
f
3
1.4
103
0.88
118
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2
99
1.02
97
0
SVHC
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
1.5
53
0.76
70
0
other
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.45
0
124
1.02
122
0
other
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
108
0.4
14
0.98
14
0
SVI
Hypothyroid
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
3.2
0
0
0
0
other
Negative