Performance evaluation of a large language model for medication management tasks

Kelli Henry, Steven Xu, Kaitlin Blotske, Moriah Cargile, Erin F Barreto, Brian Murray, Susan Smith, Seth R Bauer, Xingmeng Zhao, Adeleine Tilley, Yanjun Gao, Tianming Liu, Sunghwan Sohn, Andrea Sikora

Open source

DOI: 10.1093/ajhp/zxag282
Published: 2026-09-10
Container: American Journal of Health-System Pharmacy
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/ajhp/zxag282,
  title = {Performance evaluation of a large language model for medication management tasks},
  author = {Kelli Henry and Steven Xu and Kaitlin Blotske and Moriah Cargile and Erin F Barreto and Brian Murray and Susan Smith and Seth R Bauer and Xingmeng Zhao and Adeleine Tilley and Yanjun Gao and Tianming Liu and Sunghwan Sohn and Andrea Sikora},
  year = {2026},
  journal = {American Journal of Health-System Pharmacy},
  doi = {10.1093/ajhp/zxag282},
  url = {https://doi.org/10.1093/ajhp/zxag282}
}

RIS

TY  - JOUR
TI  - Performance evaluation of a large language model for medication management tasks
AU  - Kelli Henry
AU  - Steven Xu
AU  - Kaitlin Blotske
AU  - Moriah Cargile
AU  - Erin F Barreto
AU  - Brian Murray
AU  - Susan Smith
AU  - Seth R Bauer
AU  - Xingmeng Zhao
AU  - Adeleine Tilley
AU  - Yanjun Gao
AU  - Tianming Liu
AU  - Sunghwan Sohn
AU  - Andrea Sikora
PY  - 2026
JO  - American Journal of Health-System Pharmacy
DO  - 10.1093/ajhp/zxag282
UR  - https://doi.org/10.1093/ajhp/zxag282
ER  -

APA

Henry, K., Xu, S., Blotske, K., Cargile, M., Barreto, E. F., Murray, B., Smith, S., Bauer, S. R., Zhao, X., Tilley, A., Gao, Y., Liu, T., Sohn, S., & Sikora, A. (2026). Performance evaluation of a large language model for medication management tasks. American Journal of Health-System Pharmacy. https://doi.org/10.1093/ajhp/zxag282

Source records

crossref · retrieved 2026-09-25T17:49:12.410Z