RAMIE: retrieval-augmented multi-task information extraction with large language models on dietary supplements

Zaifu Zhan, Shuang Zhou, Mingchen Li, Rui Zhang

Open source

DOI: 10.1093/jamia/ocaf002
Published: 2025-01-11
Container: Journal of the American Medical Informatics Association
Publisher: Oxford University Press (OUP)
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
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. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1093/jamia/ocaf002,
  title = {RAMIE: retrieval-augmented multi-task information extraction with large language models on dietary supplements},
  author = {Zaifu Zhan and Shuang Zhou and Mingchen Li and Rui Zhang},
  year = {2025},
  journal = {Journal of the American Medical Informatics Association},
  doi = {10.1093/jamia/ocaf002},
  url = {https://doi.org/10.1093/jamia/ocaf002}
}

RIS

TY  - JOUR
TI  - RAMIE: retrieval-augmented multi-task information extraction with large language models on dietary supplements
AU  - Zaifu Zhan
AU  - Shuang Zhou
AU  - Mingchen Li
AU  - Rui Zhang
PY  - 2025
JO  - Journal of the American Medical Informatics Association
DO  - 10.1093/jamia/ocaf002
UR  - https://doi.org/10.1093/jamia/ocaf002
ER  -

APA

Zhan, Z., Zhou, S., Li, M., & Zhang, R. (2025). RAMIE: retrieval-augmented multi-task information extraction with large language models on dietary supplements. Journal of the American Medical Informatics Association. https://doi.org/10.1093/jamia/ocaf002

Source records

crossref · retrieved 2026-09-25T16:37:58.245Z