Clinical relevance of ventilation during cardiopulmonary bypass in the prevention of postoperative lung dysfunction
Bibliographic record
Abstract
The current clinical study is the continuity of previous experimental findings in which ventilation during cardiopulmonary bypass (CPB) prevented reperfusion injury of the pulmonary arterial tree as demonstrated by preservation of vasorelaxation to acetylcholine (ACh) in swine. The aim of this prospective randomized study is to determine: 1) if ventilation during CPB prevents the selective endothelium-mediated lung dysfunction in humans and, 2) the clinical relevance of ventilation during CPB. Forty patients scheduled for primary coronary artery bypass grafting (CABG) were randomized into two groups: Group 1: Usual care (defined as no ventilation during CPB) and Group 2: CPB with low tidal volume ventilation (3 ml.kg(-1)) without positive end expiratory pressure (PEEP). To evaluate endothelial function, ACh was injected into the pulmonary artery and the changes in pulmonary vascular resistance index (PVRI) were measured at: (1) induction of anesthesia prior to surgery, (2) immediately after weaning from CPB and (3) 1 hour after CPB. In addition, secondary endpoints, such as PaO(2)/FiO(2) ratio, mean pulmonary artery pressure (MPAP), postoperative length of stay (LOS) and postoperative pulmonary complications were measured to evaluate the effect of ventilation during CPB. To assess pulmonary complications, a chest x-ray was taken on the first and third postoperative days. There were no statistically significant changes in PVRI, PaO(2) /FiO(2) ratio, MPAP, postoperative LOS and postoperative pulmonary complications when comparing the non-ventilated and the ventilated groups during CPB. The ventilated group appears to obtain a greater vasorelaxation to ACh, as shown by the more pronounced change in PVRI when compared to the non-ventilated group. However, the difference in PVRI between the two groups was not statistically significant after weaning (p= 0.32) and 1hr after CPB (p= 0.28). Contrary to our hypothesis and due to larger than expected variability in the data, the hemodynamic and clinical changes seen were not statistically significant.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.001 | 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".