Benchmarking a Local Schema-Constrained Large Language Model Pipeline for Abstract Screening and Evidence Mapping

Alessandro Serretti

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DOI: 10.7759/cureus.111193
Published: 2026-06-20
Container: Cureus
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.7759/cureus.111193,
  title = {Benchmarking a Local Schema-Constrained Large Language Model Pipeline for Abstract Screening and Evidence Mapping},
  author = {Alessandro Serretti},
  year = {2026},
  journal = {Cureus},
  doi = {10.7759/cureus.111193},
  url = {https://doi.org/10.7759/cureus.111193}
}

RIS

TY  - JOUR
TI  - Benchmarking a Local Schema-Constrained Large Language Model Pipeline for Abstract Screening and Evidence Mapping
AU  - Alessandro Serretti
PY  - 2026
JO  - Cureus
DO  - 10.7759/cureus.111193
UR  - https://doi.org/10.7759/cureus.111193
ER  -

APA

Serretti, A. (2026). Benchmarking a Local Schema-Constrained Large Language Model Pipeline for Abstract Screening and Evidence Mapping. Cureus. https://doi.org/10.7759/cureus.111193

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crossref · retrieved 2026-09-24T21:01:57.103Z