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
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.66
0
107
0.86
124
0
SVI
Negative
63
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.15
0
173
1.12
154
0
SVI
Negative
63
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.4
2.2
113
0
0
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.7
81
0.95
86
0
SVHC
Negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.8
67
0.89
72
26
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.3
0
0
0
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
107
1.01
106
0
other
Negative
89
F
f
f
f
f
f
f
f
t
f
f
f
f
f
14
0
0
0
0
0
other
Hypothyroid
50
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
0
0
0
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
1.7
116
1.01
115
0
SVHC
Negative
72
F
t
f
f
f
f
f
f
t
f
f
f
f
f
4.5
0
102
0.94
108
0
other
Negative
62
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.18
1.5
103
0
0
0
other
Negative
39
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
106
0.91
117
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
110
1.03
107
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
110
1.08
102
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
0
123
0.85
145
0
SVI
Negative
67
F
f
f
f
f
f
f
f
t
f
f
f
f
f
44
0
31
1.04
29
0
other
Hypothyroid
13
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
0
76
0.98
77
0
other
Negative
13
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
106
1.07
99
0
other
Negative
73
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.3
1.6
77
1.04
75
0
SVI
Negative
77
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
21
other
Negative
36
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.07
4.1
153
0.86
178
0
other
Hyperthyroid
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.4
1.6
110
1.04
105
0
other
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.075
3
139
0.98
141
0
SVHC
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.6
1.3
146
1.06
137
0
SVHC
Hypothyroid
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.1
132
0.92
143
0
SVHC
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.69
0
135
1.02
133
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.04
1.3
121
0.8
152
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.9
124
1.08
115
0
SVHC
Negative
86
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
116
0.93
125
0
SVI
Negative
86
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.2
84
0.77
110
0
other
Negative
60
M
t
f
f
f
f
t
f
f
t
f
f
f
f
0.075
1.3
131
0.93
142
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.6
77
0.85
90
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.43
0
93
0.93
100
0
other
Negative
72
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.45
0
119
1.15
104
0
SVHD
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.61
1.7
108
0.8
135
0
SVHC
Negative
35
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
100
0.98
102
0
STMW
Negative
46
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.07
3.8
148
0
0
0
other
Negative
61
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
62
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.9
2.1
116
1.12
103
0
SVHD
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.6
131
0.95
138
0
other
Negative
28
F
t
f
f
f
f
f
f
f
t
f
f
f
f
0.07
0
172
1.71
101
0
other
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.8
82
0.92
89
0
other
Negative
66
F
f
f
f
f
f
f
f
t
f
f
f
f
f
48
0.5
4.2
1.36
3.1
0
other
Hypothyroid
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
123
1.18
104
0
other
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
t
4.4
0
136
1
136
0
SVI
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.299999
0
115
0.86
134
0
SVI
Hypothyroid
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
88
0.78
113
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
157
1.06
148
0
SVI
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.6
65
0.76
86
0
SVHC
Negative
37
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.1
184
1.41
130
0
other
Negative
42
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.4
2.3
95
0.98
97
0
other
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1
79
0.86
92
0
other
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2
1.9
101
0.96
105
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
110
0.81
137
0
SVI
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
0
57
0.65
87
0
SVI
Negative
74
M
f
f
f
t
f
f
f
f
f
f
f
f
f
2.5
0
112
0.96
116
0
SVI
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
t
f
1.7
0
127
0.94
136
0
SVI
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.4
95
0.9
105
0
other
Negative
38
F
f
f
f
f
f
f
f
t
t
f
f
f
f
1.1
1.8
81
0.87
93
0
other
Negative
63
F
t
f
f
f
f
f
t
f
f
f
f
f
f
4.1
1.8
100
1.21
83
0
other
Negative
57
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0.07
0
142
0.87
163
0
other
Hyperthyroid
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
28
0
85
1.01
84
0
other
Hypothyroid
13
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.13
0
139
0.89
156
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
90
1.03
87
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
28
0
86
1.02
84
0
other
Hypothyroid
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
25
0
33
0.96
34
0
other
Hypothyroid
52
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.1
144
1.25
115
0
other
Negative
68
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.16
0
100
0.91
110
0
other
Negative
24
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.5
3.1
119
1.23
97
0
other
Negative
22
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.055
6.2
386
1.02
378
0
other
Hyperthyroid
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
1.8
100
0.91
110
0
other
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
95
0.63
151
0
other
Negative
76
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.3
0
83
0.96
87
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.4
133
1.09
122
0
other
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.9
0
100
0.81
122
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.8
1.3
57
0
0
0
other
Hypothyroid
57
F
f
f
f
f
f
f
f
f
f
f
f
f
t
11
2.1
75
1.01
74
0
SVHC
Hypothyroid
83
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.79
1.3
108
0.76
141
0
SVI
Negative
33
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.42
0
125
0.86
145
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
149
1.06
140
0
STMW
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
76
0.71
107
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
141
0.05
3
1.06
3
0
other
Hypothyroid
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
85
0.79
107
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
1
126
1.08
117
0
other
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0.5
0
0
0
0
SVI
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
119
1.01
119
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0.9
112
0.94
119
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.6
81
1.1
74
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.8
1.5
82
1.13
73
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
125
1.09
114
0
other
Negative
30
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.13
0
103
0.79
130
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.77
1.5
141
1.05
134
0
other
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.61
0
123
0.96
128
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7
0
77
0.98
78
0
other
Hypothyroid
66
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.2
0
80
0.72
110
0
SVI
Negative
62
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.23
0
118
0.87
136
0
other
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
21
1.4
88
0.77
115
0
other
Hypothyroid
53
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0.29
0
75
0.47
160
0
SVI
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
152
0.99
154
0
SVI
Negative