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
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.4
113
0.85
132
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
2.2
129
0.97
133
0
SVI
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.69
2.3
138
1.04
133
0
SVI
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1.3
105
0.94
112
0
SVI
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.2
103
1.2
86
0
other
Negative
47
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.1
0
117
1.09
107
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
55
0.9
45
1.04
43
0
other
Hypothyroid
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
54
other
Hyperthyroid
55
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.57
1.4
75
0.72
104
0
SVHC
Negative
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.015
1.9
115
0.77
149
0
other
Negative
55
F
f
f
f
f
f
f
f
t
f
f
f
f
t
0.59
0
118
1.03
114
0
SVHC
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0
0
89
0.96
93
0
SVHC
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
128
0.98
131
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.015
2
93
0.97
96
0
other
Negative
52
F
t
f
f
f
f
f
f
f
f
f
f
f
f
44
2.5
66
1.22
54
0
other
Hypothyroid
83
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.77
1.44
123
0.99
124
0
other
Negative
70
M
t
f
f
f
f
f
t
f
f
f
f
f
f
2.3
1.2
107
1.01
105
0
other
Negative
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.015
1.5
84
0.99
85
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.84
1.5
100
0.74
135
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.42
1.8
120
0.94
128
0
other
Negative
52
M
f
f
f
f
f
f
t
f
f
f
f
f
f
1.2
1.7
92
0.76
121
0
other
Negative
47
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.04
2
104
0.87
120
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
18
other
Negative
35
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.44
1.8
94
0.86
110
0
other
Negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.7
1.9
115
1.07
107
0
other
Negative
33
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.015
5
244
0.67
362
0
other
Hyperthyroid
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.5
0
0
0
0
0
other
Negative
51
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
130
0.86
151
0
other
Negative
46
M
t
f
f
f
f
t
f
t
f
f
f
f
f
1.4
2.2
122
1.03
119
0
other
Negative
55
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.98
0
107
0.99
107
0
other
Negative
54
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.9
0
113
0.9
125
0
other
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
74
1.05
70
0
other
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.3
118
1.12
105
0
other
Negative
18
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.1
0
147
0.95
154
0
STMW
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
95
1.08
88
0
SVI
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
72
0.75
96
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
114
0.89
129
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
1.2
48
0.89
54
0
other
Hypothyroid
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.7
1.6
76
0.81
95
0
other
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.82
2.1
124
1.03
121
0
other
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.67
2.6
85
0.89
96
0
SVHC
Negative
42
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
1.1
93
0.78
119
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0.9
105
0.61
173
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.1
2.3
60
0.89
68
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.2
84
0.67
125
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1
77
0.86
90
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
67
0.71
95
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.8
109
0.97
112
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
60
0.3
13
0.99
13
0
other
Hypothyroid
73
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.005
0
102
0.89
115
0
other
Negative
47
F
f
f
f
f
f
f
t
f
f
f
f
f
f
3.4
2.2
102
1.02
101
0
other
Negative
21
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0
0
132
0.87
152
0
other
Negative
31
F
t
f
f
f
f
f
f
t
f
f
f
f
f
5
0
141
1.09
130
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
0
103
0.65
158
0
other
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2
111
0.8
138
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
3.9
141
1.12
126
0
other
Hyperthyroid
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
51
other
Hyperthyroid
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.2
95
0.96
100
0
SVHC
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
0
85
0.92
92
0
other
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
0
98
0.94
104
0
other
Negative
76
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.005
0
143
0.76
189
0
other
Hyperthyroid
55
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
2
102
0.96
106
0
SVHC
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
70
0.9
78
0
other
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
73
0.79
92
0
SVHC
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1.6
71
0.82
86
0
other
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
88
0.87
100
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
7.1
184
1.03
177
0
other
Hyperthyroid
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
119
1.12
106
0
other
Negative
26
F
f
t
f
f
f
f
f
f
f
f
f
f
f
9.4
0
70
0.95
74
0
other
Hypothyroid
39
F
f
f
t
f
f
f
f
f
f
f
f
f
f
4.3
2.4
135
1.51
89
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.005
3.6
119
0.9
133
0
other
Hyperthyroid
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.9
98
1.06
92
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
1.8
92
0.85
108
0
SVHC
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
117
1.21
97
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
0
103
1.01
102
0
SVI
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.27
1.6
104
0.78
134
0
SVHC
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.045
2
146
1.05
139
0
SVI
Negative
25
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.7
0
73
0.97
76
0
SVHD
Negative
44
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0
0
0
0
0
39
other
Hyperthyroid
50
F
f
f
t
f
f
f
f
f
t
f
f
f
f
0.01
2.8
74
1.14
65
0
other
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.4
104
0.81
128
0
SVHC
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
85
0.79
108
0
other
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.98
0
158
1.31
120
0
other
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
0
78
0.77
102
0
SVI
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
12
0
142
1.37
104
0
other
Hypothyroid
18
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
91
0.98
93
0
SVI
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
t
3.1
2.7
100
0.93
108
0
SVHC
Negative
73
F
f
f
f
f
f
f
f
f
t
f
f
f
f
3.9
2.1
130
1.11
116
0
SVHD
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
107
1.15
92
0
other
Negative
45
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
101
0.95
106
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
1.9
115
1.02
114
0
SVHC
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
4.1
139
0.71
196
0
other
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
52
0.8
28
0.86
33
0
other
Hypothyroid
55
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.005
1.9
107
0.74
144
0
other
Negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.3
93
0.81
115
0
other
Negative
45
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
1.3
0
0
0
0
other
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.2
74
0.86
86
0
other
Negative
42
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.06
2
79
0.81
98
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.79
1.2
117
0.85
138
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
2
128
0.94
136
0
other
Negative