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
85
F
f
f
f
f
f
f
f
f
t
f
f
f
f
13
0
120
0.88
136
0
other
Hypothyroid
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.7
102
0.98
104
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
14
0
57
0.83
69
0
SVI
Negative
82
F
t
f
f
t
f
f
f
f
f
f
f
f
f
4.7
1.4
98
0.91
108
0
other
Negative
68
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.8
1.8
69
0.85
82
0
other
Negative
47
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.3
92
0.78
118
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
140
0.96
146
0
other
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
7.6
0
107
1.02
105
0
other
Hypothyroid
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
10
0
155
1.5
103
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.3
138
1.24
111
39
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
0
161
1.02
158
0
other
Hyperthyroid
48
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0.69
115
0.8
144
0
other
Negative
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.02
1.9
98
0.65
151
0
other
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.4
66
0.78
85
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
86
1.01
85
0
other
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
97
1.05
93
0
other
Negative
62
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.5
129
1.04
124
0
other
Negative
44
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.1
163
1.2
136
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
101
1.04
97
0
other
Negative
45
M
t
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
106
0.96
110
0
other
Negative
67
F
f
f
f
f
f
t
f
f
f
f
f
f
f
2.5
0
103
0.74
139
0
SVI
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
t
f
3.2
2.2
107
1
107
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.3
79
0.76
104
0
SVI
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
65
0.96
68
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
1.2
106
1.1
96
0
SVI
Negative
38
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.02
2.1
144
1.06
136
0
other
Negative
18
F
t
f
f
f
f
f
f
f
t
f
f
f
f
1.3
3.3
163
1.53
107
0
other
Negative
57
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0
110
0.94
117
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
0
102
0.76
134
0
SVHC
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.9
88
1.04
85
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
115
0.7
164
0
SVHC
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
83
0.83
100
0
other
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.69
0
117
1
117
0
SVI
Negative
28
F
f
f
f
f
t
f
f
f
t
f
f
f
f
0.02
0
106
1.23
86
0
STMW
Negative
59
F
t
f
f
f
f
f
t
f
f
f
f
f
f
0.59
1.9
143
0
0
0
other
Negative
34
F
f
f
t
f
f
f
f
f
t
f
f
f
f
2.5
2.3
113
1.06
107
0
other
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.77
0
135
1.16
116
0
SVI
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
131
0.97
135
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.6
0
114
0.93
123
0
other
Hypothyroid
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
8.299999
0
94
0.95
99
0
SVI
Hypothyroid
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
90
0.84
107
0
other
Negative
35
M
t
f
f
f
f
f
f
f
f
t
f
f
t
1.7
0
83
1.12
74
0
SVI
Negative
17
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1
1.5
103
0.88
117
0
SVHC
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
2.1
142
1.28
111
0
SVHC
Negative
39
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.1
84
0.98
86
0
other
Negative
54
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
85
0.89
96
0
other
Negative
27
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.01
3.2
163
1.1
148
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.52
2.3
102
0.94
109
0
other
Negative
27
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
160
1.12
143
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.01
0
98
0.75
131
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.04
1.5
81
1.01
80
0
other
Negative
17
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
0
77
0.91
85
0
SVI
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
74
0.73
101
0
SVI
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.4
0
88
1.01
87
0
other
Negative
30
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.3
0
176
1.57
112
0
other
Negative
15
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
99
1.05
94
0
other
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.56
0
82
0.59
139
0
SVI
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
91
1.04
88
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.7
0
114
0.92
124
0
SVI
Negative
42
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.7
0
95
0.86
110
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
91
0.96
95
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
108
0.93
116
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
2.5
93
1.07
87
0
SVHC
Negative
56
F
f
f
f
f
f
f
f
f
t
f
f
f
f
65
0
49
0.95
52
0
other
Hypothyroid
75
F
f
f
f
t
f
f
f
f
t
f
f
f
f
1.1
1.7
103
0.77
134
0
SVHD
Negative
64
F
f
f
f
f
f
f
f
f
f
t
f
f
f
1.3
0
125
0.94
133
0
SVHC
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
0
119
1.04
114
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.3
114
1.1
104
0
SVI
Negative
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
1.8
131
1.22
107
0
SVI
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.88
0
139
0.95
146
0
other
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.6
0
85
0.94
90
0
SVI
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
7
0
96
0.93
103
0
SVI
Hypothyroid
44
F
t
f
f
f
f
f
f
t
f
f
f
f
f
2.6
1.4
88
0.79
111
0
other
Negative
71
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.5
2
141
1.03
137
0
other
Negative
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.7
1.6
121
0.88
138
0
other
Hypothyroid
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.1
64
0.7
91
0
SVHC
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
2.4
139
0.98
142
0
SVHC
Negative
48
F
f
f
f
t
f
f
f
f
f
f
f
f
t
2.9
2.8
122
1.19
103
0
SVHC
Negative
65
M
f
f
f
t
f
f
f
f
f
f
f
f
f
23
0
78
0.92
85
0
other
Hypothyroid
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.1
84
0.9
93
0
SVHC
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0.4
99
0.8
124
0
other
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
2.4
116
0.97
120
0
SVHC
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.06
2.4
152
1.16
131
0
SVHC
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
0
124
1.1
113
0
other
Negative
64
F
f
f
f
f
f
f
t
f
f
f
f
f
f
1.8
2.1
97
1.04
93
0
other
Negative
70
F
t
f
f
f
f
f
t
t
f
f
f
f
f
4
1.8
109
0.82
133
0
other
Negative
74
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.37
0
131
0.84
156
0
other
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.92
2.5
99
0.97
102
0
SVHC
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.8
84
1.24
68
0
SVI
Negative
42
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.7
105
0.91
115
0
other
Negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.17
0
152
1.3
117
0
other
Negative
45
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
131
1.04
126
0
other
Negative
72
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.56
0
94
0.61
154
0
SVI
Negative
69
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.95
2.2
134
0.9
149
0
SVI
Negative
51
F
f
f
f
f
f
f
f
f
f
t
f
f
f
1.4
0
148
1.07
138
0
SVHC
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
0
125
1.05
119
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
0
97
0.95
102
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
2.7
137
1.14
120
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
91
1.05
87
0
other
Negative
2
F
t
f
f
f
f
f
f
t
f
f
f
f
f
4.1
0
155
1.04
149
0
STMW
Negative