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Record W4407573411 · doi:10.1016/j.resplu.2025.100906

Opioid-associated cardiac arrest: A systematic review of intra-arrest naloxone and other opioid-specific advanced life-support therapies

2025· review· en· W4407573411 on OpenAlexafffund
Brian Grunau, Brian J. O’Neil, Dean Giustini, Ian R. Drennan, Eric J. Lavonas

Bibliographic record

VenueResuscitation Plus · 2025
Typereview
Languageen
FieldMedicine
TopicCardiac Arrest and Resuscitation
Canadian institutionsSunnybrook Health Science CentreUniversity of TorontoIsland HealthPublic Health OntarioUniversity of British ColumbiaTransport CanadaSt. Paul's Hospital
FundersCanadian Institutes of Health ResearchUniversity of British Columbia
Keywords(+)-NaloxoneOpioidMedicineOpioid overdoseAnesthesiaIntensive care medicineInternal medicineReceptor

Abstract

fetched live from OpenAlex

Aim: Cardiac arrest due to opioid toxicity is a leading cause of life-years lost in many countries. Since the pathophysiology of cardiac arrest from opioid toxicity is different than primary cardiac etiologies, we sought to identify opioid-specific resuscitative interventions demonstrating benefit. Methods: We searched Medline, EMBASE, CENTRAL, and the Web of Science (September 2024) for randomized or observational studies examining the benefit of opioid-specific advanced life support-level therapies for cardiac arrest. The primary and secondary outcomes were favourable neurological outcomes and survival at 30-days or hospital discharge, respectively. Risk of Bias and Certainty of Evidence were assessed with the ROBINS-I tool and GRADE methodology, respectively. Results: We reviewed 1051 studies; six observational studies met criteria for analysis. Five studies examined the association of naloxone and outcomes (three included undifferentiated cases, one included non-shockable initial rhythm cases, and two included cases with "drug overdose"): two reported that naloxone was associated with improved outcomes, and three did not detect an association. One additional study examined the association of bicarbonate and outcomes, reporting that bicarbonate was associated with decreased survival at hospital discharge. All studies were limited by serious risk of bias and indirectness, with the certainty of evidence judged to be very low. No studies exclusively examined opioid-related cases. Conclusions: There is currently no evidence demonstrating benefit for any advanced life support interventions specific to treating cardiac arrest from opioid toxicity. Data examining naloxone for undifferentiated or "drug-related" cardiac arrest are heterogenous with high risk of bias and low certainty of evidence.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.009
metaresearch head score (Gemma)0.037
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.011
Threshold uncertainty score0.048

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.037
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0090.008
Bibliometrics0.0110.012
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0020.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0040.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.022
GPT teacher head0.315
Teacher spread0.293 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations10
Published2025
Admission routes2
Has abstractyes

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