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Sex and race shape serum protein biomarkers and bias diagnostic reference intervals

Son, A.; Ji, J.; Han, E.; Choi, Y.; Park, J.; Lee, H.; Park, S.; Kim, H.

2026-07-22 molecular biology
10.64898/2026.07.18.739384 bioRxiv
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The authors have withdrawn this manuscript because an administrative issue regarding co-author consent prior to preprinting posting. 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 7 journals account for 50% of the predicted probability mass.

1
Nature Communications
○ 5641 papers in training set
Top 6%
22.0%
Similar papers in this journal
2
Cell
○ 431 papers in training set
Top 0.8%
6.8%
Similar papers in this journal
3
eLife
● 5828 papers in training set
Top 21%
5.6%
Similar papers in this journal
4
Molecular & Cellular Proteomics
183 papers in training set
Top 0.5%
5.5%
5
Molecular Systems Biology
○ 162 papers in training set
Top 0.3%
5.5%
Similar papers in this journal
6
Science Advances
● 1243 papers in training set
Top 7%
4.3%
7
Communications Medicine
○ 113 papers in training set
Top 0.4%
4.1%
50% of probability mass above
8
Cell Genomics
○ 172 papers in training set
Top 1%
3.3%
9
Proceedings of the National Academy of Sciences
● 2444 papers in training set
Top 15%
3.3%
10
Nature Metabolism
○ 69 papers in training set
Top 0.9%
2.1%
11
Communications Biology
○ 993 papers in training set
Top 12%
1.9%
12
Cell Metabolism
○ 57 papers in training set
Top 0.8%
1.5%
13
EMBO Molecular Medicine
○ 95 papers in training set
Top 1%
1.4%
14
iScience
○ 1154 papers in training set
Top 22%
1.4%
15
PNAS Nexus
◐ 159 papers in training set
Top 2%
1.3%
16
Cell Reports Medicine
○ 153 papers in training set
Top 3%
1.1%
17
Nature
○ 645 papers in training set
Top 8%
1.1%
18
Molecular Cell
○ 350 papers in training set
Top 4%
1.1%
19
Cell Reports
○ 1498 papers in training set
Top 23%
1.1%
20
Advanced Science
○ 286 papers in training set
Top 6%
1.1%
21
Circulation
○ 74 papers in training set
Top 2%
1.1%
22
PLOS ONE
● 5266 papers in training set
Top 54%
1.1%
23
Journal of Proteome Research
● 234 papers in training set
Top 2%
1.0%
24
Journal of Biological Chemistry
○ 690 papers in training set
Top 8%
1.0%
25
ACS Nano
● 113 papers in training set
Top 2%
1.0%
26
Scientific Reports
○ 3612 papers in training set
Top 72%
0.8%
27
ACS Central Science
● 71 papers in training set
Top 1%
0.8%
28
eBioMedicine
○ 183 papers in training set
Top 6%
0.8%
29
PROTEOMICS
○ 43 papers in training set
Top 0.9%
0.6%
30
Cell Reports Methods
○ 165 papers in training set
Top 4%
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.