Enhancing CAR-T cell activity prediction via fine-tuning protein language models with generated CAR sequences.
- DOI
- 10.1186/s12859-026-06401-7
- Published
- 2026-02-25
- Container
- BMC Bioinformatics
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
uncertain Score 53/100 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.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- 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.
- supportingOpen access status: Normalized open-access status: open.
- 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:10.1186/s12859-026-06401-7,
title = {Enhancing CAR-T cell activity prediction via fine-tuning protein language models with generated CAR sequences.},
author = {Yoshida K and Hisada S and Takase R and Okuma A and Ishida Y and Kawara T and Miura-Yamashita T and Ito D.},
year = {2026},
journal = {BMC Bioinformatics},
doi = {10.1186/s12859-026-06401-7},
url = {https://doi.org/10.1186/s12859-026-06401-7}
}RIS
TY - JOUR TI - Enhancing CAR-T cell activity prediction via fine-tuning protein language models with generated CAR sequences. AU - Yoshida K AU - Hisada S AU - Takase R AU - Okuma A AU - Ishida Y AU - Kawara T AU - Miura-Yamashita T AU - Ito D. PY - 2026 JO - BMC Bioinformatics DO - 10.1186/s12859-026-06401-7 UR - https://doi.org/10.1186/s12859-026-06401-7 ER -
APA
K, Y., S, H., R, T., A, O., Y, I., T, K., T, M., & D., I. (2026). Enhancing CAR-T cell activity prediction via fine-tuning protein language models with generated CAR sequences.. BMC Bioinformatics. https://doi.org/10.1186/s12859-026-06401-7
Source records
- europe-pmc · retrieved 2026-09-27T13:20:30.069Z
- doaj · retrieved 2026-09-27T13:20:30.056Z