Carpentier-Edwards porcine bioprostheses: clinical performance assessed by actual analysis.
Bibliographic record
Abstract
BACKGROUND AND AIM OF THE STUDY: The clinical performance of porcine bioprostheses for valve replacement has been evaluated for over three decades by actuarial analysis as the standard for reporting time-related results. Actual or cumulative incidence analysis provides a complementary method to determine the manifestations of valve-related complications due primarily to structural valve deterioration. Valve-related mortality and reoperation of porcine bioprostheses for aortic and mitral valve replacement was compared by actuarial and actual methodology. METHODS: The Carpentier-Edwards porcine bioprostheses were implanted between 1975 and 1995 as 2,237 aortic valve replacements (AVR) and 1,582 mitral valve replacements (MVR). Coronary artery bypass was performed in 36.4% of AVR, and 30.6% of MVR. Fatal valve-related complications occurred in 7.6% of AVR and 11.3% of MVR. The cumulative follow up was 14,810 patient-years (mean 6.6 years) for AVR and 9,718 patient-years (mean 6.1 years) for MVR. RESULTS: Patient survival, and actuarial and actual freedom from valve-related mortality and valve-related reoperation was reported at 15 years. For AVR, survival in the 61-70 years age group was 30.9%, freedom from valve-related mortality was 79.3% and 86.9% respectively, and freedom from valve-related reoperation 79.0% and 88.1% respectively. For AVR, survival in the >70 years age group was 18.1%, freedom from valve-related mortality 72.8% and 84.9% respectively, and freedom from reoperation 86.3% and 96.1% respectively. For MVR, survival in the 61-70 years age group was 16.1% at 15 years, freedom from valve-related mortality was 59.5% and 79.5% respectively, and freedom from valve-related reoperation 32.6% and 71.0% respectively. For MVR, survival in the >70 years age group was 2.8% at 15 years, valve-related mortality was 26.1% and 82.0% respectively, and freedom from valve-related reoperation 83.4% and 93.3% respectively. CONCLUSION: The actual freedom from valve-related mortality and valve-related reoperation (primarily from structural valve deterioration), provides further evidence to consider porcine bioprostheses for AVR in patients aged >60 years, and for MVR in patients aged >70 years. The freedom from valve-related mortality supports the use of porcine bioprostheses for MVR in patients aged 61-70 years. Patient survival is influenced to the greatest extent by factors other than valve-related mortality.
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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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 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".