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
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.9
88
0.8
110
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.97
2.3
125
1.06
117
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.015
2.7
122
0.83
147
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
183
1.4
14
1.31
11
0
other
Hypothyroid
53
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.63
1.6
115
0.9
128
0
other
Negative
53
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.51
2.4
124
0.96
129
0
other
Negative
71
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4.7
1.7
93
0.98
94
0
other
Negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.54
1.8
160
1.1
146
0
other
Negative
61
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
61
0.78
81
0
other
Negative
40
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.9
142
0.91
156
0
other
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
4.8
32
0
0
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.72
2.8
110
0.99
111
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.01
3.4
133
0.84
159
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
91
0.8
113
0
other
Negative
55
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.01
5.5
219
0.8
274
0
other
Hyperthyroid
46
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.02
1.9
116
0.9
129
0
other
Negative
16
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.3
0
65
0.73
90
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
2
95
1.08
88
0
other
Negative
46
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.7
132
1.02
130
0
other
Negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.8
107
1.1
98
0
other
Negative
74
F
f
f
f
f
f
f
t
f
f
f
f
f
f
6.9
0
97
0.87
112
0
other
Hypothyroid
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.33
2.3
99
0.98
101
0
other
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.73
2.3
122
0.8
152
0
other
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.1
149
1.02
147
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.1
2.2
74
0
0
0
other
Hypothyroid
67
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.6
0
76
0.86
88
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
2.3
105
0.97
109
0
other
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2
1.9
139
0.96
145
0
SVHC
Negative
68
M
f
f
f
f
f
f
f
f
t
f
f
f
f
3.7
0.6
65
0.88
74
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
20
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
1.9
118
1.07
110
0
SVHC
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.28
2.1
116
1.14
102
0
other
Negative
47
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.01
4.2
214
1.45
148
0
other
Negative
48
F
f
f
f
f
f
f
f
f
t
f
f
t
f
0.42
2.5
93
1.14
82
0
other
Negative
68
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.02
2.2
142
0.99
143
0
STMW
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
3.3
121
1.08
112
0
SVHC
Negative
20
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.015
4.8
22
0
0
0
SVI
Hyperthyroid
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
3.1
110
1.06
104
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.6
83
0.89
93
0
SVI
Negative
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.6
124
1.01
122
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.19
1.4
97
0.87
111
0
SVI
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
8
1.3
101
0.93
108
0
SVI
Hypothyroid
76
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2
1.4
107
0.77
139
0
SVI
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.93
2.6
130
1.13
115
0
other
Negative
66
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.34
0
95
0.99
95
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
2.1
98
1.12
87
0
other
Negative
49
M
f
f
f
f
f
t
f
f
f
f
f
f
f
0.015
0
126
0.83
152
0
other
Negative
29
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.6
2.2
87
0.95
92
0
other
Negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2
156
1.17
134
0
SVHC
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
1.9
90
0.97
93
0
SVHC
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.77
2.8
110
0.91
121
0
SVHC
Negative
51
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
160
1.09
147
0
other
Negative
26
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.2
2.5
114
1.09
104
0
STMW
Negative
61
M
f
f
f
t
f
f
f
f
f
f
f
f
f
2
1.7
107
0.99
107
0
SVI
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.1
76
0.79
96
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.54
1.7
90
0.83
109
0
SVI
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
1.8
120
0.85
140
0
SVHC
Negative
74
M
f
f
f
f
f
f
f
t
f
f
f
f
f
2
2.2
109
0.91
119
0
other
Negative
49
M
f
f
f
f
f
t
f
f
f
f
f
f
f
0.015
0
137
0.8
170
0
other
Negative
65
F
t
f
f
f
f
f
f
f
t
f
f
f
f
0.015
1.9
88
0.81
109
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
10
2
78
0
0
0
other
Hypothyroid
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.14
5.3
129
0
0
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5
1.7
60
0.77
78
0
other
Negative
21
F
f
f
f
f
t
f
f
f
f
f
f
t
f
2.4
3.5
171
1.49
115
0
STMW
Hyperthyroid
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
1.8
131
0.98
133
0
SVI
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.1
142
1.07
133
0
SVI
Negative
63
M
f
f
f
f
f
f
f
f
f
f
t
f
f
0.78
1.9
85
1.1
77
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.95
2
109
1.15
94
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.17
1.2
75
0.88
85
0
SVI
Negative
64
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.44
2.5
89
0.97
92
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
28
1.8
72
0.87
82
0
SVI
Hypothyroid
82
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.3
1.4
131
1.08
121
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.86
1.9
78
0.85
91
0
SVI
Negative
62
M
f
f
f
t
f
f
f
f
f
f
f
f
f
2.2
2.8
122
1.13
109
0
SVI
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.3
114
1.1
104
0
SVI
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
1.3
67
0.88
76
0
SVI
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
2.8
91
0
0
0
other
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
2.4
110
0.99
111
0
SVHC
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
2.3
135
1.07
126
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
t
f
f
t
4.4
2.6
108
1.12
96
0
other
Negative
74
M
f
f
f
t
f
f
f
f
f
f
f
f
f
3.3
1.2
91
0.92
99
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.1
2.1
79
0.96
83
0
other
Hypothyroid
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.9
90
0.99
91
0
other
Negative
41
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.015
2.5
22
0
0
0
other
Hyperthyroid
31
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
2.7
99
0.88
113
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
t
f
f
f
0.64
2.1
92
0.99
93
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.3
119
0.95
125
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.92
2.1
84
0.86
98
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.035
2.2
88
0.9
98
0
other
Negative
25
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.7
0
183
1.41
130
0
other
Negative
62
M
t
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2
103
0.95
109
0
other
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.49
0
172
1.15
150
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.29
0
98
1.03
95
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
2.5
87
1.11
78
0
SVI
Negative
78
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.64
1.7
113
0.99
115
0
SVI
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.3
93
0.82
113
0
SVI
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
17
other
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.04
2
141
1.05
134
0
other
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.02
0
121
0.96
127
0
other
Negative
70
F
f
f
f
f
f
t
f
f
t
f
f
f
f
0.15
1.5
85
0.91
94
0
other
Negative