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Comparison of Leucocyte Telomere Length, Atherosclerotic Cardiovascular disease risk, using retinal imaging

Vaghefi, E.; An, S.; Corbett, R.; Squirrell, D.

2024-02-03 ophthalmology
10.1101/2024.02.02.24302181 medRxiv
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Withdrawal Statement"The authors have withdrawn their manuscript owing to major updates that will be made prior to resubmission. Therefore, the authors do not wish this work to be cited as reference for the project. If you have any questions, please contact the corresponding author."

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
PLOS ONE
● 5266 papers in training set
Top 11%
15.7%
Similar papers in this journal
2
Eye
○ 11 papers in training set
Top 0.1%
10.2%
Similar papers in this journal
3
Journal of Clinical Medicine
○ 97 papers in training set
Top 0.1%
8.2%
Similar papers in this journal
4
BMJ Open
● 601 papers in training set
Top 2%
8.2%
Similar papers in this journal
5
Frontiers in Endocrinology
○ 58 papers in training set
Top 0.2%
4.5%
Similar papers in this journal
6
Scientific Reports
○ 3612 papers in training set
Top 23%
4.2%
50% of probability mass above
7
Frontiers in Neuroscience
○ 256 papers in training set
Top 0.8%
4.2%
8
F1000Research
○ 88 papers in training set
Top 0.6%
2.9%
9
Ophthalmology Science
○ 22 papers in training set
Top 0.2%
2.8%
10
Stroke
○ 40 papers in training set
Top 0.4%
2.5%
11
Frontiers in Cardiovascular Medicine
○ 53 papers in training set
Top 1%
2.5%
12
Frontiers in Medicine
○ 120 papers in training set
Top 1%
2.2%
13
Investigative Opthalmology & Visual Science
● 37 papers in training set
Top 0.3%
1.6%
14
Journal of the American Heart Association
○ 140 papers in training set
Top 3%
1.5%
15
Atherosclerosis
○ 30 papers in training set
Top 0.4%
1.4%
16
Arteriosclerosis, Thrombosis, and Vascular Biology
○ 71 papers in training set
Top 0.9%
1.4%
17
eLife
● 5828 papers in training set
Top 57%
1.2%
18
Brain Sciences
○ 55 papers in training set
Top 1%
1.2%
19
BMC Medical Genomics
○ 50 papers in training set
Top 0.7%
1.2%
20
Cells
○ 249 papers in training set
Top 4%
1.2%
21
Cureus
○ 68 papers in training set
Top 3%
1.2%
22
Heliyon
○ 152 papers in training set
Top 6%
1.1%
23
Cell Death & Disease
147 papers in training set
Top 3%
1.1%
24
Gene
○ 46 papers in training set
Top 1%
1.1%
25
Stem Cells Translational Medicine
◐ 13 papers in training set
Top 0.3%
1.1%
26
Translational Vision Science & Technology
● 39 papers in training set
Top 0.5%
1.0%
27
European Journal of Neuroscience
○ 189 papers in training set
Top 4%
0.6%
28
Clinical and Translational Science
○ 22 papers in training set
Top 0.7%
0.6%
29
Bioengineering
○ 29 papers in training set
Top 1%
0.6%
30
Disability and Rehabilitation
○ 11 papers in training set
Top 0.5%
0.6%

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.