Outcome of non-elective coronary artery bypass grafting without cardio-pulmonary bypass
Bibliographic record
Abstract
OBJECTIVES: There is limited experience in the use of beating heart coronary artery bypass grafting (CABG) in emergency and urgent cases. The aim of this study was to retrospectively assess the safety and efficacy of this technique when used in a non-elective setting. METHODS: We retrospectively reviewed all urgent and emergency cases of coronary artery bypass grafting performed without cardiopulmonary bypass (CPB) from July 1999 to February 2000. There were 35 patients in total. The mean age was 64.8+/-11.9. Twenty-six (74.3%) patients had Canadian Cardiovascular Society grade 4 angina. Twenty-six patients (74.3%) had triple vessel disease. Eleven patients (31.4%) were on preoperative IV nitrates and nine patients (25.7%) had a preoperative IABP (intra aortic balloon pump). Three patients (8.6%) had suffered a preoperative cardiac arrest during coronary angiography. Other associated significant risk factors were smoking (60%), hypertension (40%), hypercholesterolemia (57.1%) and previous Q wave myocardial infarction (31.4%). RESULTS: Twenty-two patients (62.9%) were classified as being urgent and 13 patients (37.1%) were classified as emergencies. The mean number of anastomoses performed were 2.8+/-0.8 (range 1-4) with 68.6% of patients under going triple or quadruple vessel grafting. All patients (100%) received at least one arterial graft. There was no conversion to cardiopulmonary bypass. The main postoperative complications were--supraventricular arrhythmias eight (22.9%), low cardiac output seven (20%) and postoperative HF/dialysis two (5.7%). The median postoperative intensive care unit (ICU) stay was 27.5 h. The mean postoperative hospital stay was 8.3+/-3.1 days. One patient died (2.9%) at the eighth day after surgery due to postoperative myocardial infarction, multi-organ failure secondary to the septicaemia and ventricular arrest. CONCLUSION: Non-elective CABG without CPB is feasible and safe with modern cardiac stabilization devices.
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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 | 0.001 | 0.003 |
| 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 | 0.000 | 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".