Abstract 362: Early Signs of Life as a Prognostic Factor for Extracorporeal Cardiopulmonary Resuscitation in Refractory Out-of-Hospital Cardiac Arrest
Bibliographic record
Abstract
Introduction: After 20 to 30 minutes of cardiopulmonary resuscitation (CPR) without return of spontaneous circulation (ROSC), cardiac arrest is considered as refractory (RCA). For RCA, extracorporeal CPR (ECPR) is one of the only treatments with a potential benefit on survival. Presence of gasping during CPR has been shown to be strongly associated with a favorable outcome. To our knowledge, signs of life during CPR (such as gasping, movements, pupillary response) has not been studied in the specific context of RCA treated with ECPR. Hypothesis: We assessed the relationship between survival with favorable neurologic outcomes and presence of early signs of life during or before CPR in RCA treated with ECPR. Methods: We carried out a multicenter observational study of patients with out-of-hospital RCA treated with ECPR in 3 cities in France. Primary outcome was favorable neurologic outcome at 30 days defined as CPC score ≤ 2. Signs of life were defined as gasping or recovery of normal breathing, any pupillary response or any movements during CPR. Patient selection for ECPR was decided according to french guidelines criteria such as initial rhythm, no-flow duration, expected transport time and EtCO2 > 10 mmHg. A logistic regression analysis was performed. P -values < 0.05 were considered statistically significant. Results: Overall, 437 patients treated with ECPR were included with 71 (16%) patients with CPC ≤ 2 at 30 days. Signs of life were observed in 261 (59%) patients, with 136 (31%) patients presenting gasping or respiratory movement, 155 (35%) a pupillary response, and 49 (11%) movements during CPR. Overall 63/261 (24.1%) patients with signs life survived with favorable neurologic outcome vs. 8/176 (4.5%) without signs of life, p<0.0001. In multivariate analysis, factors associated with favorable outcome were: signs of life during CPR (OR 11.0, 95%CI 3.7-32.5; p<0.001), first recorded rhythm VF/VT (OR 3.4, 95%CI 1.3-8.9; P=0.011), low-flow duration per min (OR 0.99, 95%CI 0.98-1.00; p=0.032). Conclusions: These results highlight the importance of signs of life before or during CPR on neurological outcomes for RCA treated with ECPR. These results could help select patients with good chance of survival in whom we should not give up resuscitation efforts too soon.
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 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 | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".