Deep language model-based early recognition of out-of-hospital cardiac arrest from real-time emergency calls.

Choi HJ, Hwang M, Cho S, Kim H, Kim J, Bae W, Lee C

DOI: 10.1038/s41746-026-02498-5
Published: 2026 Mar 3
Container: NPJ digital medicine
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:10.1038/s41746-026-02498-5,
  title = {Deep language model-based early recognition of out-of-hospital cardiac arrest from real-time emergency calls.},
  author = {Choi HJ and Hwang M and Cho S and Kim H and Kim J and Bae W and Lee C},
  year = {2026},
  journal = {NPJ digital medicine},
  doi = {10.1038/s41746-026-02498-5},
  url = {https://doi.org/10.1038/s41746-026-02498-5}
}

RIS

TY  - JOUR
TI  - Deep language model-based early recognition of out-of-hospital cardiac arrest from real-time emergency calls.
AU  - Choi HJ
AU  - Hwang M
AU  - Cho S
AU  - Kim H
AU  - Kim J
AU  - Bae W
AU  - Lee C
PY  - 2026
JO  - NPJ digital medicine
DO  - 10.1038/s41746-026-02498-5
UR  - https://doi.org/10.1038/s41746-026-02498-5
ER  -

APA

HJ, C., M, H., S, C., H, K., J, K., W, B., & C, L. (2026). Deep language model-based early recognition of out-of-hospital cardiac arrest from real-time emergency calls.. NPJ digital medicine. https://doi.org/10.1038/s41746-026-02498-5

Source records

pubmed · retrieved 2026-09-26T06:06:14.123Z