Enhancing the quality and trustworthiness of large language model-generated summaries of clinical oncology literature.

Stenzl A, Rogers E, Ananiadou S, Wang Y, Armstrong AJ, Sboner A, Cacciamani G, Schijvenaars BJA, Ahmed KR, Thomsen H, Wiemken T, Campello A, Sternberg CN

Open source

DOI: 10.1093/jamiaopen/ooag078
Published: 2026 Jun
Container: JAMIA open
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 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. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. 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
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1093/jamiaopen/ooag078,
  title = {Enhancing the quality and trustworthiness of large language model-generated summaries of clinical oncology literature.},
  author = {Stenzl A and Rogers E and Ananiadou S and Wang Y and Armstrong AJ and Sboner A and Cacciamani G and Schijvenaars BJA and Ahmed KR and Thomsen H and Wiemken T and Campello A and Sternberg CN},
  year = {2026},
  journal = {JAMIA open},
  doi = {10.1093/jamiaopen/ooag078},
  url = {https://doi.org/10.1093/jamiaopen/ooag078}
}

RIS

TY  - JOUR
TI  - Enhancing the quality and trustworthiness of large language model-generated summaries of clinical oncology literature.
AU  - Stenzl A
AU  - Rogers E
AU  - Ananiadou S
AU  - Wang Y
AU  - Armstrong AJ
AU  - Sboner A
AU  - Cacciamani G
AU  - Schijvenaars BJA
AU  - Ahmed KR
AU  - Thomsen H
AU  - Wiemken T
AU  - Campello A
AU  - Sternberg CN
PY  - 2026
JO  - JAMIA open
DO  - 10.1093/jamiaopen/ooag078
UR  - https://doi.org/10.1093/jamiaopen/ooag078
ER  -

APA

A, S., E, R., S, A., Y, W., AJ, A., A, S., G, C., BJA, S., KR, A., H, T., T, W., A, C., & CN, S. (2026). Enhancing the quality and trustworthiness of large language model-generated summaries of clinical oncology literature.. JAMIA open. https://doi.org/10.1093/jamiaopen/ooag078

Source records

pubmed · retrieved 2026-09-25T17:41:46.838Z