Abstract 152: Intrinsic Vascular Tone may be Necessary for Successful Resuscitation from Experimental Cardiac Arrest
Bibliographic record
Abstract
Introduction: Survival rates from out-of-hospital cardiac arrest are often <10% despite performance of good quality CPR. We assessed the hypothesis that the effect of CPR on cardiac and brain perfusion may be dependent on factors other than thoracic compression force and ventilation. Methods: Eighty healthy Yorkshire pigs (29±3 kg) were anesthetized and underwent 2-4 minutes of untreated ventricular fibrillation (VF), followed by guideline based CPR, then defibrillation. “Survivors” were pigs in sinus rhythm with aortic systolic pressure ≥30 mmHg 30 minutes after defibrillation; all others were “non-survivors”. Hemodynamic, ventilatory and defibrillation parameters were measured and tested for association with survival. Results: Thirty four pigs survived (43%). During baseline and untreated VF, hemodynamic and blood gas parameters were not different between survivors and non-survivors. During CPR, compressions generated adequate left ventricular pressures in both groups (99±21 mmHg vs. 106±28 mmHg, survivors vs. non-survivors, P=ns). Compressions produced 28% higher peak aortic pressures in survivors than non-survivors (respectively 73±21 mmHg vs. 57±17 mmHg, P<0.005). During the decompression phase, nadir aortic pressures were 41% higher in survivors than non-survivors (respectively 24±7 mmHg vs. 17±5 mmHg, P<0.0001). Controlled manual bag ventilation during CPR resulted in significantly higher minute ventilation being delivered to survivors compared to non-survivors (4.8±2.3 L/min vs. 3.9±1.4 L/min, P<0.05). Coronary perfusion pressure, carotid blood flow, cerebral O 2 tension, and end tidal CO 2 were also higher in survivors. Conclusions: Guideline based CPR in a uniform population of pigs undergoing a structured cardiac arrest and resuscitation protocol does not produce consistent results. Intravascular pressures, intrathoracic pressure and critical organ flow correlate with survival. During cardiac arrest, more emphasis may need to be placed on vascular support rather than powerful compressions.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 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 | 0.000 |
| 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".