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
39
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.5
84
0.89
94
0
other
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.7
111
0.91
122
0
SVI
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.6
101
1.03
98
0
SVI
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
2
107
0.84
127
0
SVI
Negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.8
99
0.76
130
0
SVI
Negative
76
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.9
1.4
67
0.65
103
0
SVI
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.9
2
97
0.87
112
0
SVHC
Negative
77
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.8
114
0.81
141
0
other
Negative
61
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.065
5.3
210
0.87
241
0
other
Hyperthyroid
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
97
0.81
120
0
other
Negative
42
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
123
0.91
135
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
t
f
f
f
1.5
2.9
89
1
89
0
other
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.9
112
0.87
129
0
SVI
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.9
69
1.01
68
0
SVHC
Negative
57
M
f
f
f
f
f
f
f
f
f
t
f
f
f
3.6
2.5
60
0.94
64
0
SVHC
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
66
0
28
1.07
26
0
SVI
Hypothyroid
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
107
0.99
108
0
other
Negative
57
F
f
f
f
f
f
t
f
f
f
f
f
f
f
2.1
2.5
134
0.94
142
0
SVI
Negative
77
F
f
f
f
t
f
f
f
f
f
f
f
f
f
3
2.6
114
0.88
130
0
other
Negative
36
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.1
1.7
83
0.58
143
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.2
78
0.73
107
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
2
75
0.82
92
21
SVI
Negative
47
M
f
f
f
f
f
f
f
f
f
t
f
f
f
0.35
2.6
63
0.92
69
0
SVHC
Negative
72
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.6
1.8
99
1.05
94
0
other
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.5
1.3
62
0.74
84
0
other
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4
1.1
79
0.73
108
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.1
64
0.67
95
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
6.3
1.4
66
0.64
103
0
other
Hypothyroid
21
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.68
1.7
94
0
0
0
other
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
9.299999
2.5
92
0
0
0
other
Hypothyroid
71
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2
3
97
1.14
85
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.49
1.2
88
0.63
140
0
SVI
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1.7
94
0.85
111
0
SVI
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
0
142
1.17
121
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.4
109
0.97
112
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
111
0.97
114
0
other
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.8
103
0.72
143
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.72
2.6
117
0
0
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.34
0.7
66
1.17
56
0
other
Negative
44
M
f
f
f
f
f
f
f
f
f
t
f
f
f
1.6
2.4
130
1.08
120
0
SVHC
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.9
79
0.62
127
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.74
2.1
127
1.07
119
0
SVHD
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
27
2.5
91
0.87
105
28
other
Hypothyroid
39
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
118
0.71
166
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
29
other
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.66
2.2
152
1.05
145
0
SVI
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
494
0.5
12
1.39
9
0
SVI
Hypothyroid
59
F
t
f
f
f
f
f
f
f
f
f
f
f
t
2.1
2.1
107
0.93
115
0
SVHC
Negative
54
F
f
f
f
t
f
t
f
f
f
f
f
f
f
1.9
2.3
161
1.04
155
0
SVHD
Negative
23
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.065
18
430
0.67
642
0
other
Hyperthyroid
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.7
107
0.84
127
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.4
129
0.94
137
0
SVHC
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
30
2.6
151
1.48
102
0
other
Negative
67
F
f
f
f
t
f
f
f
t
f
f
f
f
f
2.3
2.7
124
1.01
123
0
other
Negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
2.7
131
0.99
132
0
SVHC
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2
80
1.08
81
0
SVHC
Negative
21
F
f
f
t
f
f
f
f
f
t
f
f
f
f
7.1
2.9
48
1.01
48
0
other
Negative
62
F
f
t
f
f
f
f
f
f
f
f
f
f
f
1.3
0
71
0.72
99
0
other
Negative
48
F
t
f
f
f
f
f
f
f
f
t
f
f
f
1.2
0
105
0.72
146
0
other
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.9
133
0.99
134
0
SVI
Negative
45
F
t
f
f
f
f
f
f
f
f
f
f
f
t
0.39
2.5
120
1.04
115
0
SVHC
Negative
76
M
f
f
f
f
f
f
t
f
f
f
f
f
f
0.07
3.3
183
1
183
0
other
Hyperthyroid
24
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
86
1.03
83
0
other
Negative
49
F
t
f
f
t
f
f
f
t
t
f
f
f
f
0.085
2.7
157
1.06
148
0
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
126
1.16
109
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
148
1.14
130
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
157
1.24
127
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
t
f
f
f
1.9
2.3
112
0.87
129
0
SVHC
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.85
1.8
93
0.73
127
0
SVHC
Negative
51
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.5
117
0.83
141
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
113
0.92
123
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.4
116
0.8
145
22
SVI
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
16
0
107
1.35
79
0
other
Hypothyroid
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
123
1.06
116
0
other
Negative
29
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.68
0
164
1.1
149
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
129
0
0
0
other
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.5
98
0.72
136
0
other
Negative
74
F
f
f
f
f
f
f
f
t
f
f
f
f
f
22
2
89
1.1
81
0
other
Hypothyroid
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.7
127
0.92
138
0
SVHC
Negative
52
F
f
f
f
f
f
t
t
f
f
f
f
f
f
62
0
2.5
1.19
2.5
0
other
Hypothyroid
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.1
146
1.2
121
0
other
Negative
49
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.23
0
126
0.84
150
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
74
0.69
107
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.2
126
1.16
109
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0.4
42
1.17
36
0
other
Hypothyroid
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.6
1.4
115
0.94
122
0
other
Hypothyroid
21
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.35
0.9
68
0
0
0
other
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.47
2
78
0
0
0
other
Negative
20
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.48
1.4
120
0
0
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
1
50
0.82
61
0
other
Hypothyroid
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.88
1.2
110
0.8
138
0
other
Negative
74
F
t
f
f
f
f
f
f
t
f
f
f
f
f
4.1
1.2
123
0.94
131
0
other
Negative
51
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
137
0.84
163
0
other
Negative
48
F
f
f
f
f
f
f
f
f
t
f
f
f
f
6.6
1.5
111
0.86
129
0
other
Hypothyroid
72
F
f
f
f
t
f
f
f
f
f
f
f
f
f
3.6
0
87
0.98
89
0
SVI
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
3.3
110
1.19
92
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
2
118
1.14
103
0
SVHC
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.8
99
0.67
148
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
1
139
0.8
174
0
SVI
Negative