Is Cardiopulmonary Resuscitation Warranted in Children Who Suffer Cardiac Arrest Post Trauma?
Bibliographic record
Abstract
The use of cardiopulmonary resuscitation (CPR) is accepted universally for patients with cardiovascular compromise. However, outcomes from CPR in subsets of trauma patients may not be as good as initially thought. This article reviews the literature on outcomes from traumatic arrest in both adults and children. Outcomes for adults and children are similar, although the types of injuries may differ. Patients with asystolic arrest at the scene have very poor survival, and those who do survive sustain severe neurological injury. Recognizing that most providers would feel uncomfortable at not attempting resuscitation, the length and degree of aggressiveness of CPR is addressed. Finally, we discuss possible reasons to resuscitate. Organ donation and the ethics of nontherapeutic ventilation and other strategies to increase the donor pool are discussed. We hope to stimulate discussion around a very difficult issue.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.003 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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".