Authors' Reply: Re: Koga Et Al. Retrieval-augmented Generation Versus Document-grounded Generation: a Key Distinction in Large Language Models

Hewitt K, Wiest I, Carrero Z, Bejan L, Millner T, Brandner S . Large language models as a diagnostic support tool in neuropathology. J Pathol Clin Res. 2024; 10(6):e70009. PMC: 11540532. DOI: 10.1002/2056-4538.70009. View

Ferber D, Wolflein G, Wiest I, Ligero M, Sainath S, Laleh N . In-context learning enables multimodal large language models to classify cancer pathology images. Nat Commun. 2024; 15(1):10104. PMC: 11582649. DOI: 10.1038/s41467-024-51465-9. View

Koga S, Ono D, Obstfeld A . Retrieval-augmented generation versus document-grounded generation: a key distinction in large language models. J Pathol Clin Res. 2025; 11(1):e70014. PMC: 11736412. DOI: 10.1002/2056-4538.70014. View