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
58
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
2.1
115
0.95
121
0
other
Negative
74
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
2.3
0
0
0
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
27
1.6
76
1.09
70
0
other
Hypothyroid
15
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
12
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.1
2.5
145
1.36
107
0
other
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.3
89
0.78
114
0
SVI
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.2
109
0.85
128
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
2.1
124
1.12
111
0
SVI
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
3
235
1.38
171
0
SVHC
Hyperthyroid
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.3
89
0.89
100
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.9
121
0.97
126
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
t
f
f
f
f
2.4
1.6
83
0.89
95
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.2
75
0.95
79
0
SVI
Negative
58
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
119
0.86
139
0
other
Negative
24
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.1
3
131
1.23
107
0
other
Hyperthyroid
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
116
1.07
108
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.6
150
1.25
120
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
1.5
72
1.06
69
0
SVHC
Negative
57
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.1
6.6
190
0.86
222
0
other
Hyperthyroid
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
8.799999
1.8
86
0
0
0
other
Hypothyroid
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.2
102
1.01
100
0
other
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.9
80
0.67
119
0
other
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2
72
0.65
111
0
SVI
Negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.2
2
83
1
83
0
STMW
Negative
78
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.4
116
0.93
124
0
other
Negative
88
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.4
105
1.06
100
0
other
Negative
55
M
f
f
f
f
f
t
f
f
f
f
f
f
f
1.05
1.8
73
0.87
84
0
SVI
Negative
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
144
0.95
152
0
other
Negative
62
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
120
0.92
131
0
other
Negative
65
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.1
2.2
94
0.89
106
0
other
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.9
102
0.91
112
0
SVI
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.7
95
0.8
119
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.5
71
0.8
88
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.4
63
0.98
64
0
SVHC
Negative
73
M
t
f
f
f
f
f
t
f
f
f
f
f
f
1
1.7
103
0.8
128
0
other
Negative
36
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.3
2.2
163
1.06
153
0
other
Negative
58
F
f
f
f
f
f
f
f
f
t
f
f
t
f
0.1
1.6
72
0.99
73
0
other
Negative
29
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
3.9
148
1.44
103
0
other
Hyperthyroid
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
0
0
0
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
39
other
Hyperthyroid
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
3.1
0
0
0
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.099999
3.5
134
0.28
482
0
other
Hyperthyroid
67
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.5
1.4
139
1.06
131
0
SVI
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.3
108
0.93
116
0
SVI
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.3
121
1.07
113
0
SVI
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
62
0.71
88
0
SVHC
Negative
81
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.5
79
0.93
85
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.099999
1.5
108
1.03
105
0
other
Hypothyroid
62
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
1.5
123
1.21
102
0
SVHC
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.3
99
0
0
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2
81
0.81
101
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8
1.6
110
0.91
121
0
SVI
Hypothyroid
54
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.6
0
107
1.01
106
0
other
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
2.6
95
0.96
99
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.4
95
1.01
94
0
SVI
Negative
82
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2
134
1
135
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.9
92
0.92
100
0
SVI
Negative
17
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2
105
1.12
94
0
other
Negative
16
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
72
0.9
80
0
SVI
Negative
40
F
f
f
f
f
f
f
t
f
t
f
f
f
f
0
0
0
0
0
33
other
Hyperthyroid
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.6
103
0.9
115
0
other
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.9
97
0.9
108
0
SVHC
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
2.1
108
1.03
105
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
13.299999
2.5
68
1.03
66
0
other
Hypothyroid
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.6
91
1.02
87
0
SVI
Negative
36
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.7
105
0.77
136
0
other
Negative
49
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.8
2.1
144
0.98
147
0
STMW
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
125
1.14
110
0
STMW
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.8
109
0.99
111
0
other
Negative
20
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.5
81
0
0
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.8
73
0.89
82
0
other
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.2
105
0.98
107
0
other
Negative
58
F
f
f
t
f
f
f
f
f
f
f
f
f
f
5.1
1.5
63
1.2
53
0
other
Negative
74
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.6
111
0.96
116
0
other
Negative
37
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.25
1.8
86
1.05
82
0
other
Negative
70
F
f
f
f
f
f
f
f
t
f
f
f
f
f
14
1.6
68
0
78
0
other
Hypothyroid
75
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
0
191
1.3
147
0
other
Negative
52
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
113
1.01
112
0
other
Negative
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0
155
1.09
143
0
other
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.2
98
1.03
95
0
SVI
Negative
60
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.3
2.4
140
1.02
138
0
SVI
Negative
53
F
t
t
f
f
f
f
f
f
f
f
f
f
f
0.3
1.8
83
1.09
76
0
other
Negative
70
F
f
f
f
t
f
f
f
f
f
f
f
f
f
3.1
2.1
69
1.14
61
0
SVHC
Negative
35
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.3
2.8
107
1.09
99
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
1.5
85
0.96
88
0
SVHC
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.6
87
0.93
94
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.7
120
1.07
112
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.1
70
0.72
96
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.4
106
1.16
91
0
other
Negative
68
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.6
99
0.94
104
0
other
Negative
40
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.3
0
107
0.85
125
0
other
Negative
40
M
f
f
f
f
f
f
t
t
f
f
f
f
f
0.3
1.5
117
0.83
141
0
other
Negative
40
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
86
0.92
94
0
other
Negative
38
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.8
140
1.08
129
0
other
Negative
41
F
f
f
f
f
f
f
f
t
f
f
f
t
f
0.3
2
149
1
149
0
other
Negative
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.8
1.2
60
1.11
54
0
other
Negative
69
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.3
1.8
121
1
121
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
28
0.2
17
1.01
16
0
SVI
Hypothyroid
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.7
0
0
0
0
other
Negative
89
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
0.8
111
0.68
165
0
SVI
Negative