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
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
0
119
0.94
128
0
SVI
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.8
96
0.86
112
0
SVI
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4
0
98
0.83
118
0
SVI
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
90
0.89
102
0
SVI
Negative
42
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0
0
109
1.05
104
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
148
0.85
174
0
other
Hyperthyroid
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.1
140
0.9
156
0
SVHC
Negative
60
F
f
f
f
f
f
f
f
t
t
f
f
f
f
2.1
1.6
136
0
0
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
0
132
1.16
114
0
other
Negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.44
1.6
122
0.86
141
0
SVHC
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0
88
0.74
120
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.72
1.7
122
1.07
114
0
other
Negative
29
M
f
f
f
f
f
f
f
f
t
f
f
f
f
1.2
2.3
99
0.96
104
0
other
Negative
19
F
t
f
f
f
f
f
f
f
f
f
f
f
f
164
0
65
1.59
41
0
other
Hypothyroid
73
F
t
f
f
f
f
f
t
t
f
f
f
f
f
3.2
0
121
0.88
137
0
other
Negative
39
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
17
other
Negative
46
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
141
0.98
143
0
other
Negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
0
80
0.88
91
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
104
0.93
112
0
other
Negative
12
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
27
other
Negative
26
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.1
1.4
36
0.86
42
0
other
Hyperthyroid
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.92
0
128
1.02
125
0
SVI
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
98
0.89
110
0
other
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.6
106
0.98
108
0
SVHC
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
0
193
1.05
184
0
other
Hyperthyroid
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
77
0.87
88
0
SVI
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.54
1.7
113
0.94
120
0
SVI
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
1.9
124
1.2
103
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.4
91
1.05
87
0
SVI
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.93
0
107
1.05
101
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
113
0.94
120
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
t
f
f
t
0.06
2.6
110
0
0
0
SVHC
Negative
20
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
86
0.91
95
0
other
Negative
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.7
118
0.91
130
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
104
0.95
109
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
0
74
0.83
89
0
other
Negative
52
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.63
0
111
0.99
113
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
44
0
79
0.82
96
0
STMW
Hypothyroid
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.91
2
85
1.05
81
0
other
Negative
33
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.005
3.2
185
0.91
206
0
other
Hyperthyroid
59
M
f
f
f
t
f
f
f
f
f
f
f
f
f
2.7
0
148
1.09
136
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
133
1
133
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0.5
110
0.86
127
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
121
0.93
131
0
other
Negative
32
F
f
f
f
f
f
t
f
f
f
f
f
f
f
7.5
0
109
1.13
96
0
other
Negative
35
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.01
1.9
136
1.07
127
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.17
0
75
1.02
73
0
SVI
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.59
2
101
0.9
112
0
SVI
Negative
36
M
f
f
f
f
f
f
f
f
f
t
f
f
f
2.3
0
95
0.91
104
0
SVHC
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.45
1.4
91
0.8
114
0
SVHC
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.97
1.6
105
0.86
122
0
SVHC
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
2.2
130
0.97
134
0
SVHC
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
1.8
98
0.88
112
0
SVHC
Negative
68
M
f
f
f
f
f
f
f
f
f
t
f
f
f
1
0
89
0.84
106
0
SVHC
Negative
65
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1.2
0
98
0.78
126
0
SVI
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
106
1.13
94
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
0
88
0.99
89
0
SVI
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.3
121
0.88
137
0
SVHC
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.3
98
1.03
95
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4
0
86
0.95
91
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
t
f
5.8
2.7
79
1
79
0
other
Negative
76
F
f
f
f
f
f
f
t
f
f
f
f
f
f
3.8
2.7
97
1.19
81
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
t
f
f
f
5.1
1.6
91
1.08
85
0
SVHC
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
95
0.99
96
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.5
0
76
0.95
80
0
other
Hypothyroid
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
0
107
1.08
99
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.1
96
0.94
102
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
0
104
0.99
106
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
1.9
91
0.8
114
0
SVHC
Negative
70
M
f
f
f
f
f
f
t
f
f
f
f
f
f
2.3
2.8
90
1.1
82
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
2.2
142
0
0
0
STMW
Negative
52
M
f
f
f
f
f
f
t
f
t
f
f
f
f
3.4
2.3
84
0.72
117
0
other
Negative
80
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4.6
1.8
120
1.04
116
0
other
Negative
20
F
f
f
t
f
f
f
f
f
f
f
f
f
f
3.2
2.6
38
1.1
35
0
other
Hyperthyroid
70
F
f
f
f
f
f
f
f
t
f
f
f
f
f
5.2
1.1
112
0.78
143
0
other
Negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4.1
0.7
105
0.85
124
0
other
Negative
28
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.03
2.4
220
1.48
149
0
other
Negative
34
F
f
f
f
f
t
f
f
f
f
f
t
f
f
0
2.6
82
1.02
80
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.03
3.2
123
1.08
114
0
other
Hyperthyroid
34
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.03
2.2
105
0.85
123
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
93
1.03
90
0
other
Negative
62
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.49
0
111
0.9
124
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
108
0.99
110
0
other
Negative
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
120
1.03
116
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.73
2
105
0.85
125
0
other
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
84
0.96
88
0
other
Negative
36
M
f
f
f
f
f
f
f
f
f
f
t
f
f
0.04
1.7
102
0.9
113
0
SVI
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.04
1.4
130
0.85
153
0
SVI
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
0
80
0.91
88
0
SVI
Negative
51
M
f
f
t
f
f
f
f
f
t
f
f
f
f
19
1.9
92
0.84
110
0
SVI
Hypothyroid
64
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.88
0
125
0.87
145
0
SVI
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0.83
114
0
other
Negative
69
M
t
t
f
f
f
f
f
t
f
f
f
f
f
0.09
0
131
0.7
186
0
other
Negative
56
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.04
3.8
162
1.04
155
0
SVHD
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.8
130
0.91
143
0
SVHC
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
131
0.92
141
0
other
Negative
63
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0
0
0
0
0
33
other
Hyperthyroid
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
8.9
1.7
97
0.88
111
0
other
Hypothyroid
46
F
f
f
f
f
f
f
f
f
t
f
f
f
f
35
1.2
16
0.86
19
0
other
Hypothyroid
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8
0
88
0.99
89
0
other
Hypothyroid