Abstract 18304: Are Prolonged Resuscitation Efforts Worthwhile? Patient Outcomes by Time to Restoration of Spontaneous Circulation in Out-of-Hospital Cardiac Arrest Patients
Bibliographic record
Abstract
Introduction: How long resuscitation attempts should be continued before termination of efforts is not clear in patients with out-of-hospital cardiac arrest (OHCA). We studied outcomes in patients with return of spontaneous circulation (ROSC) across quartiles of time from 9-1-1 call to ROSC. Hypothesis: Survival with favorable neurological outcome is seen in all time intervals from 9-1-1 call to ROSC. Methods: Using data from Resuscitation Outcomes Consortium (ROC) Prehospital Resuscitation clinical trials: IMpedance valve and an Early vs. Delayed analysis (PRIMED) available via National Institute of Health, patients with ROSC not witnessed by the emergency medical service (EMS) were identified and grouped by quartiles of time from 9-1-1 call to ROSC. We defined favorable neurological outcome as modified Rankin Scale (mRS) scores of ≤3. Results: Included were 3,431 OHCA patients with ROSC. Median time from 9-1-1 call to ROSC was 22.8 min (25%-75% 17 min–29.2 min); 953 (27.8%) survived to discharge (20.4% mRS ≤3). Significant survival and favorable neurological outcome were seen in each quartile (Figure). In patients who received bystander cardiopulmonary resuscitation (CPR), survival rates were 60.9%, 33.2%, 18.3% and 11.1% across quartiles of time to ROSC versus (vs.) 51.5%, 25.6%, 13.3% and 8.9% in patients without bystander CPR; corresponding rates of favorable neurological outcome were 50.7%, 23.8%, 12.2% and 9.1% vs. 40.1%, 16.6%, 8% and 4.8%. Correspondingly, survival rates in defibrillated patients were 70.1%, 45.9%, 25.5% and 16.4% vs. 36.3%, 9.5%, 6% and 3.4% in non-defibrillated patients; corresponding rates of favorable neurological outcome were 59.8%, 33.4%, 18.3% and 11.4% vs. 24.4%, 4.1%, 1.9% and 1.8%. Conclusions: Survival with favorable neurological outcome was seen in all quartiles of time to ROSC, even in cases without bystander CPR or shocks delivered. This suggests that EMS personnel should not terminate resuscitation efforts too early.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".