Artificial intelligence perceives marginal gains from MHC class I haplotype data in antigen presentation predictions.
- DOI
- 10.1038/s41540-026-00776-2
- Published
- 2026 Jul 21
- Container
- NPJ systems biology and applications
- Publisher
- Not recorded
- Open access
- unknown
Credibility signals
limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.1038/s41540-026-00776-2,
title = {Artificial intelligence perceives marginal gains from MHC class I haplotype data in antigen presentation predictions.},
author = {Zanzotto FM and Mastromattei M and Palkowski A and Nourbakhsh A and Borole P and Kallor AA and Daghir-Wojtkowiak E and Waleron M and Venditti D and Ruzzetti ES and Bernadini R and Zoziuk M and Mattei M and Koroliouk D and Rajan A and Battail C and Alfaro JA},
year = {2026},
journal = {NPJ systems biology and applications},
doi = {10.1038/s41540-026-00776-2},
url = {https://doi.org/10.1038/s41540-026-00776-2}
}RIS
TY - JOUR TI - Artificial intelligence perceives marginal gains from MHC class I haplotype data in antigen presentation predictions. AU - Zanzotto FM AU - Mastromattei M AU - Palkowski A AU - Nourbakhsh A AU - Borole P AU - Kallor AA AU - Daghir-Wojtkowiak E AU - Waleron M AU - Venditti D AU - Ruzzetti ES AU - Bernadini R AU - Zoziuk M AU - Mattei M AU - Koroliouk D AU - Rajan A AU - Battail C AU - Alfaro JA PY - 2026 JO - NPJ systems biology and applications DO - 10.1038/s41540-026-00776-2 UR - https://doi.org/10.1038/s41540-026-00776-2 ER -
APA
FM, Z., M, M., A, P., A, N., P, B., AA, K., E, D., M, W., D, V., ES, R., R, B., M, Z., M, M., D, K., A, R., C, B., & JA, A. (2026). Artificial intelligence perceives marginal gains from MHC class I haplotype data in antigen presentation predictions.. NPJ systems biology and applications. https://doi.org/10.1038/s41540-026-00776-2
Source records
- pubmed · retrieved 2026-11-10T15:52:52.902Z