[Clinical significance of plasma free 15-F2t-isoprostane concentration during coronary artery bypasses graft surgery].
Bibliographic record
Abstract
OBJECTIVE: To analyse retrospectively the variation of plasma 15-F2t-isoprostane concentration during cardiac surgery and the relation with early myocardial dysfunction following normothemic cardiac surgery. METHODS: Thirty patients scheduled for coronary artery bypass graft surgery using normothermic cardiopulmonary bypass (CPB) and warm intermittent blood, crystalloid cardioplegia were enrolled. Patients were divided into two groups treated with (group II) or without (group I) positive inotropic drugs. Central venous blood was sampled at baseline, 30 minutes after global myocardial ischemia, 10, 30 and 120 minutes after aortic declamping (reperfusion). Plasma free 15-F2t-isoprostane was measured with enzyme immunoassay (EIA) using a highly specific rabbit 15-F2t-isoprostane antibody. Cardiac index (CI) was monitored intraoperatively and up to 6 hours following surgery. RESULTS: Plasma free 15-F2t-isoprostane increased significantly during ischemia, remained elevating at 10 minutes after reperfusion (P<0.05 vs. baseline) and began to decline at 30 minutes after reperfusion in the whole population. 15-F2t-isoprostane underwent exponential decay and returned to baseline at 30 minutes after reperfusion in group I that did not need any postoperative inotropic support. In contrast, 15-F2t-isoprostane further increased upon reperfusion and remained significantly higher than baseline at 30 minutes after reperfusion (P<0.05) in group II that needed two or more inotropes to maintain CI greater than 2.2 L x min(-1) x m(-2). Postoperative CI was significantly inversely correlated with the percentage change in plasma free 15-F2t-isoprostane concentration from 10 to 30 minutes after reperfusion (r=-0.95, P<0.01). CONCLUSION: It shows a close relationship between free plasma concentrations of 15-F2t-isoprostane and early postoperative cardiac function following coronary artery bypass graft surgery.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 | 0.000 |
| 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".