A multi-agent GraphRAG framework for pharmacotherapy safety verification in clinical decision support systems.
- DOI
- 10.3389/fmed.2026.1898857
- Published
- 2026-08-26
- Container
- Front Med (Lausanne)
- 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.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.3389/fmed.2026.1898857,
title = {A multi-agent GraphRAG framework for pharmacotherapy safety verification in clinical decision support systems.},
author = {Ryzhenko V and Burlaka B and Belenichev I and Burlaka K and Aliyeva O and Bukhtiyarova N and Halabitska I and Petakh P and Kamyshnyi O.},
year = {2026},
journal = {Front Med (Lausanne)},
doi = {10.3389/fmed.2026.1898857},
url = {https://doi.org/10.3389/fmed.2026.1898857}
}RIS
TY - JOUR TI - A multi-agent GraphRAG framework for pharmacotherapy safety verification in clinical decision support systems. AU - Ryzhenko V AU - Burlaka B AU - Belenichev I AU - Burlaka K AU - Aliyeva O AU - Bukhtiyarova N AU - Halabitska I AU - Petakh P AU - Kamyshnyi O. PY - 2026 JO - Front Med (Lausanne) DO - 10.3389/fmed.2026.1898857 UR - https://doi.org/10.3389/fmed.2026.1898857 ER -
APA
V, R., B, B., I, B., K, B., O, A., N, B., I, H., P, P., & O., K. (2026). A multi-agent GraphRAG framework for pharmacotherapy safety verification in clinical decision support systems.. Front Med (Lausanne). https://doi.org/10.3389/fmed.2026.1898857
Source records
- europe-pmc · retrieved 2026-09-25T10:57:44.278Z