Results of rapid-response extracorporeal cardiopulmonary resuscitation in children with refractory cardiac arrest following cardiac surgery
Bibliographic record
Abstract
OBJECTIVES: Survival of children having cardiac arrest refractory to conventional cardiopulmonary resuscitation (CPR) is very poor. We sought to examine current era outcomes of extracorporeal CPR (ECPR) support for refractory arrest following surgical correction of congenital heart disease. METHODS: Demographic, anatomical, clinical, surgical and support details of children requiring postoperative ECPR (2007-12) were included in multivariable logistic regression models to determine the factors associated with survival. RESULTS: Thirty-nine children, median age 44 days (4 days-10 years), required postoperative ECPR at a median interval of 1 day (up to 15 days) after surgery. Thirteen (33%) children had single-ventricle pathology; Risk Adjustment in Congenital Heart Surgery (RACHS)-1 categories were 2, 3, 4 and 6 in 6, 15, 13 and 5 patients, respectively. Median CPR duration was 34 (8-125) min, while median support duration was 4 (1-17) days. Seven (18%) patients underwent cardiac re-operation, 28 (72%) survived >24 h after support discontinuation and 16 (41%) survived. Survival rates in neonates, infants and older children were 53, 39 and 17% (P=0.13). Survival rates for single- vs two-ventricle pathology patients were 54 and 35%, (P=0.25) and 50, 47, 23 and 60% in RACHS-1 2, 3, 4 and 6 patients, respectively (P=0.37). Survivors had shorter CPR duration (25 vs 34 min, P=0.05), lower pre-arrest lactate (2.6 vs 4.6 mmol/l, P=0.05) and postextracorporeal membrane oxygenation (ECMO) peak lactate (15.4 vs 20.0 mmol/l, P<0.001). On multivariable analysis, factors associated with death were higher immediate post-ECMO lactate (odds ratio, OR 1.34 per mmol/l, P=0.008) and renal failure requiring haemodialysis (OR 14.1, P=0.01). CONCLUSIONS: ECPR plays a valuable role in children having refractory postoperative cardiac arrest. Survival is unrelated to cardiac physiology or surgical complexity. Timely support prior to the emergence of end-organ injury and surgical correction of residual cardiac lesions might enhance survival.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.022 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".