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
22
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.6
0
110
1.03
106
0
SVI
Negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.1
118
0.75
157
0
SVI
Negative
55
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
5.5
214
0.91
236
0
other
Hyperthyroid
68
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
125
1.05
119
0
other
Negative
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
60
1.22
50
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.83
0
125
1.02
123
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6
0
91
0.93
98
0
other
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.98
1.9
133
1
133
0
SVHC
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.6
91
0.67
135
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.36
1.9
96
0.94
102
0
SVI
Negative
51
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
119
0.94
127
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
31
2.6
0
0
0
0
other
Hypothyroid
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.8
121
0
0
0
other
Negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
85
1
85
0
other
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0
102
0.94
109
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
2.9
122
1.11
110
0
SVI
Negative
60
M
f
f
f
f
f
f
f
t
f
f
f
f
f
4.8
2.8
100
1.06
94
0
SVI
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.7
0
87
0.87
100
0
SVI
Hypothyroid
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.76
2.3
93
1.01
92
0
SVI
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
113
1.12
101
0
other
Negative
47
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.65
0
131
0.99
132
0
other
Negative
30
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.61
1.5
82
1.19
69
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.4
1.6
118
1.06
111
0
other
Negative
61
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.3
104
0.92
113
0
SVHC
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
0
107
1.03
104
0
SVI
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.62
2.5
134
1.09
123
0
SVI
Negative
35
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.54
2.3
99
1.08
92
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
0
99
1.15
86
0
other
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.8
117
1
117
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
113
0.83
136
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
24
0
74
0.84
88
0
SVI
Hypothyroid
27
F
t
f
f
f
f
f
f
t
t
f
f
f
f
1
0
138
0.91
152
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.01
1.8
95
0
0
0
SVHC
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.66
0
117
1.09
107
0
other
Negative
59
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.8
2.5
102
1.1
93
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
42
0.2
14
1.17
12
0
other
Hypothyroid
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
138
1.24
111
0
SVI
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.6
0
107
0.94
114
0
SVI
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
4.9
other
Negative
74
F
f
f
f
f
f
f
t
f
f
f
f
f
f
2.9
0
110
1.06
103
0
other
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.4
106
0.87
122
0
SVI
Negative
35
F
t
f
f
f
f
f
f
f
f
f
f
t
f
1.3
1.6
87
0
0
0
other
Negative
46
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.1
1.8
103
0.87
118
0
SVI
Negative
56
M
f
f
f
f
f
f
f
t
f
f
f
f
f
2.7
0
125
1.04
119
0
other
Negative
40
F
f
f
t
f
f
f
f
f
f
f
f
f
f
2.4
2.3
150
1.24
121
0
other
Negative
54
F
f
f
f
f
f
f
f
t
f
f
f
f
f
7.2
0
74
0.88
84
0
other
Hypothyroid
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
0
88
1.03
85
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
t
f
f
1
0
101
0.83
121
0
other
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
112
1.01
111
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0
99
0.99
99
0
other
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
3
96
0.81
119
0
SVHC
Negative
23
F
f
f
f
f
f
f
f
f
f
t
f
f
f
1.7
3.9
120
1.18
102
0
SVHC
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.44
1.7
115
0.87
133
0
other
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.68
0
118
0
0
0
SVI
Negative
62
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.2
2.1
96
0.86
112
0
SVI
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
0
127
0.84
151
0
SVI
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.7
0
98
0.86
115
0
SVI
Negative
67
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.3
0
117
0.89
131
0
SVI
Negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
145
0.98
147
0
SVI
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.51
0
74
0.63
116
0
SVI
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
6.7
0
117
1.04
113
0
SVI
Hypothyroid
41
F
f
f
f
f
f
f
f
f
t
f
f
f
f
4.6
2.4
129
1.02
127
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.1
1.4
82
0.85
97
0
SVI
Hypothyroid
53
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0
0
78
0.85
91
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
1.5
123
0
0
0
SVI
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2.7
116
0.87
134
0
SVHC
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
70
0.66
106
0
other
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
126
0.97
129
0
other
Negative
60
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.9
0
89
0.96
92
0
other
Negative
60
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.9
0
126
1.16
109
0
other
Negative
11
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.7
99
1
99
0
other
Negative
64
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.13
3
122
0.95
128
0
other
Negative
58
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
0
0
0
106
other
Hyperthyroid
80
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
111
0.88
127
0
other
Negative
19
F
f
f
f
f
f
f
f
t
f
f
t
f
f
3.2
2.2
118
0.99
119
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
0
141
1.06
133
0
other
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.09
1.8
120
0.96
124
45
SVI
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.6
89
0.74
119
24
SVI
Negative
60
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.3
1.7
148
1.05
141
0
SVI
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.025
0
143
0.92
155
0
other
Negative
59
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2.9
0
133
0.97
137
0
SVI
Negative
74
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.3
1.9
100
0.92
108
0
SVHD
Negative
36
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
113
1.01
113
0
other
Negative
18
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
136
0.98
138
0
other
Negative
50
F
t
f
f
t
f
f
f
f
f
f
f
f
f
0.32
1.5
138
1.05
131
0
SVHD
Negative
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.2
2.1
140
1.14
123
0
other
Negative
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.68
2.5
175
1.23
143
0
other
Negative
71
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
86
0.68
126
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
111
0.82
137
0
other
Negative
50
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.68
2.4
118
1.01
117
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
94
0.79
119
0
SVI
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3
0
93
0.69
135
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
114
1.09
104
0
SVHC
Negative
4
M
f
f
f
f
f
t
f
f
f
f
f
f
f
0.065
0
103
0.86
120
0
other
Negative
73
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.23
0
95
1.18
81
0
other
Negative
49
F
t
f
f
f
f
f
f
t
f
f
f
f
f
2.1
0
114
0.85
135
0
other
Negative
63
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
85
0.75
113
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
104
0.96
108
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.1
0
139
1.35
103
0
other
Hypothyroid
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
85
0.82
104
0
other
Negative