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
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.2
73
0.99
74
0
SVI
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.9
170
1.23
138
0
STMW
Negative
61
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.41
1.2
116
0.87
134
0
SVI
Negative
51
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.065
2.2
164
1.09
151
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
78
0.9
87
0
other
Negative
77
F
f
f
f
f
f
f
f
t
f
f
f
f
f
36
0
82
1.02
81
0
other
Hypothyroid
57
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.065
4.2
235
1.1
214
0
other
Hyperthyroid
66
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.065
2
153
0.99
154
0
other
Negative
63
F
t
f
f
f
f
f
t
f
f
f
f
f
f
2.9
1.6
101
0
0
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
2.5
105
1.01
103
0
other
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.065
3.4
129
0.95
136
0
other
Hyperthyroid
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.65
3
92
0.95
92
0
other
Negative
39
M
f
f
f
f
f
t
f
t
f
f
f
f
f
3.6
0
92
1.09
84
0
other
Negative
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
2.4
153
1.19
129
0
other
Negative
58
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.04
2.6
117
1.02
114
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
2.2
93
0.87
107
0
other
Negative
70
F
t
t
f
f
f
f
f
f
f
f
f
f
f
0.07
0.9
104
0.83
124
0
other
Negative
61
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.5
101
1
101
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.1
2.5
84
1.05
80
0
SVHC
Negative
70
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.78
1.9
136
0.9
152
0
SVI
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2.5
130
1.08
121
0
SVHC
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2
135
1.21
111
0
other
Negative
70
F
f
f
f
f
f
f
f
f
t
f
f
t
f
0.005
3.5
194
0.9
215
0
other
Hyperthyroid
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.5
102
0.92
111
0
other
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.8
110
1.14
97
0
SVI
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.7
1.7
64
0.69
93
0
SVI
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.7
110
1.09
101
0
SVI
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
1.8
91
0.9
101
0
SVI
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.2
90
0.82
110
0
SVI
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
67
0.9
75
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.81
2.8
106
1.32
81
0
SVHC
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.6
111
1.06
105
0
other
Negative
72
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.005
2.6
82
0.89
93
0
other
Negative
60
F
f
f
f
f
f
f
f
t
f
f
f
f
f
183
1.1
45
0.97
46
0
other
Hypothyroid
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.61
1.8
96
1.03
94
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.16
0
0
0
0
0
SVHD
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.3
77
1.04
74
0
SVHC
Negative
64
M
f
f
f
t
f
f
f
f
f
f
f
f
f
2.4
2
101
0.94
107
0
SVHD
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.1
112
1.11
101
0
SVI
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.8
84
0.91
93
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
9.099999
2
72
0.9
80
0
other
Hypothyroid
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.32
2.5
169
1.14
149
0
SVI
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
12
1.5
88
0.98
90
0
SVI
Hypothyroid
64
F
f
f
f
f
f
f
f
f
t
f
f
f
f
8.9
1.2
67
0.75
89
0
SVI
Hypothyroid
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
3
114
0.93
122
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
t
f
13
2.5
96
1.33
73
0
other
Hypothyroid
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
92
1.06
87
0
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.4
100
0
0
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.87
1.9
116
0
0
0
other
Negative
67
F
f
f
f
t
f
f
f
f
f
f
f
t
f
1.3
2.2
104
0.92
114
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.98
1.8
98
0.99
99
0
SVHC
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.98
1.8
94
0.88
107
0
SVHC
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.8
109
0.91
119
0
SVHC
Negative
40
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.47
0
89
0.89
100
0
other
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.58
0
102
0.84
121
0
other
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2
105
0.9
116
0
SVHC
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
98
0.85
115
0
other
Negative
18
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.5
0
116
1.05
111
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.95
2.5
119
1.04
114
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.6
126
1.02
123
0
other
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.2
75
0.85
88
0
SVI
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.6
140
1.01
138
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
19
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
29
other
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
36
other
Hyperthyroid
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.5
106
0
0
0
other
Negative
63
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.1
0
80
0.84
95
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.4
73
0.89
82
0
SVI
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
2.5
108
0.96
113
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.3
113
0.96
118
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.88
1.5
113
0.74
153
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.3
74
0
0
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.43
4.1
123
1.48
83
0
STMW
Hyperthyroid
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.08
2.3
150
1.2
125
0
SVHD
Negative
89
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.6
108
0.92
118
0
SVI
Negative
89
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
2.2
105
0.94
112
0
SVI
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.86
2.7
94
0
0
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.3
100
0.86
117
0
SVI
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.6
86
0.8
107
0
SVI
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
33
other
Hyperthyroid
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
65
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
0
0
0
21
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.89
2.6
95
1.01
95
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.5
81
0.91
89
0
SVHC
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.7
87
0.85
102
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.91
2.1
66
0.66
99
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
530
2
10
1.12
8.5
0
other
Hypothyroid
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.8
87
1.16
75
0
other
Negative
88
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.2
101
1
101
0
SVI
Negative
62
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.1
2.4
81
0.97
84
0
other
Negative
34
M
t
f
f
f
f
f
f
f
f
f
f
f
f
3.3
2.7
104
1.01
103
0
other
Negative
52
M
f
f
f
f
f
f
t
f
f
f
f
f
f
0.01
2.4
108
0.7
154
0
other
Negative
17
F
f
f
f
f
f
t
f
f
f
f
f
f
f
145
1.2
36
1.5
24
0
other
Hyperthyroid
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.8
2.4
96
1.06
90
0
other
Hypothyroid
58
F
f
f
f
f
f
f
f
t
f
f
f
f
f
18
2.1
68
1.08
63
0
other
Hypothyroid
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.52
2.1
100
0
0
0
other
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.6
87
0
0
0
other
Negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.6
129
1.18
109
0
other
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.4
137
1.35
101
0
SVHC
Negative