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Peer-reviewedCC BY-NC-ND 4.0Scientific Reports

Adjudicator sensitivity of safety estimates in large language models for open-ended cardiovascular reasoning: a blinded multi-adjudicator benchmark study running title: adjudicator variability in LLM safety

  • Aykan Çelik
  • Tuncay Kiris
  • Ugur Kocabas
  • Mustafa Karaca
Open at sourcePDFDOICite

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Cite

BibTeXRIS
BibTeX
@article{celik2026adjudicator,
  title = {{Adjudicator sensitivity of safety estimates in large language models for open-ended cardiovascular reasoning: a blinded multi-adjudicator benchmark study running title: adjudicator variability in LLM safety}},
  author = {Aykan Çelik and Tuncay Kiris and Ugur Kocabas and Mustafa Karaca},
  journal = {Scientific Reports},
  year = {2026},
  month = oct,
  doi = {10.1038/s41598-026-75767-8},
  url = {https://www.nature.com/articles/s41598-026-75767-8},
  note = {CC BY-NC-ND 4.0},
}
RIS
TY  - JOUR
TI  - Adjudicator sensitivity of safety estimates in large language models for open-ended cardiovascular reasoning: a blinded multi-adjudicator benchmark study running title: adjudicator variability in LLM safety
AU  - Aykan Çelik
AU  - Tuncay Kiris
AU  - Ugur Kocabas
AU  - Mustafa Karaca
PY  - 2026
DA  - 2026/10/12
JO  - Scientific Reports
DO  - 10.1038/s41598-026-75767-8
UR  - https://www.nature.com/articles/s41598-026-75767-8
SN  - 2045-2322
ER  -