Real-time clinical analytics at scale: a platform built on large language models-powered knowledge graphs.

Cao S, Li R, Wu R, Liu R, Duprey A, Zhao J

DOI: 10.1093/jamiaopen/ooaf167
Published: 2026 Feb
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/ooaf167,
  title = {Real-time clinical analytics at scale: a platform built on large language models-powered knowledge graphs.},
  author = {Cao S and Li R and Wu R and Liu R and Duprey A and Zhao J},
  year = {2026},
  journal = {JAMIA open},
  doi = {10.1093/jamiaopen/ooaf167},
  url = {https://doi.org/10.1093/jamiaopen/ooaf167}
}

RIS

TY  - JOUR
TI  - Real-time clinical analytics at scale: a platform built on large language models-powered knowledge graphs.
AU  - Cao S
AU  - Li R
AU  - Wu R
AU  - Liu R
AU  - Duprey A
AU  - Zhao J
PY  - 2026
JO  - JAMIA open
DO  - 10.1093/jamiaopen/ooaf167
UR  - https://doi.org/10.1093/jamiaopen/ooaf167
ER  -

APA

S, C., R, L., R, W., R, L., A, D., & J, Z. (2026). Real-time clinical analytics at scale: a platform built on large language models-powered knowledge graphs.. JAMIA open. https://doi.org/10.1093/jamiaopen/ooaf167

Source records

pubmed · retrieved 2026-09-27T01:05:13.009Z