Abstract 20514: Adults With Hypoplastic Left Heart Syndrome: Outcomes in a New Cohort of Patients
Bibliographic record
Abstract
Background: Surgical palliation of hypoplastic left heart syndrome (HLHS) has only been possible for the past few decades. Prior to this, without heart transplantation, HLHS was universally fatal in infancy. The oldest survivors of palliated HLHS are only now entering adulthood and limited data are available regarding their welfare. Methods: For this multi-center, cross-sectional, observational study, 6 adult congenital heart disease (ACHD) centers contributed data regarding all HLHS patients aged >18 years followed at their institution. HLHS was defined as a dominant right ventricle (RV) and diminutive left ventricle with a combination of mitral valve disease (stenosis [MS] or atresia [MA]) and aortic valve disease (stenosis [AS] or atresia [AA]). Patients with single RV physiology without hypoplasia of left heart inlet and outlet structures were excluded. All available clinical data, including cardiac imaging, cardiac catheterization results and exercise tests were reviewed. Results: The study included 53 HLHS adults (65% male) with mean age 21.8±3.6 years. Underlying cardiac anatomy was AA&MA (n=21, 41%), AS&MS (n=19, 37%), AS&MA (n=10, 20%), and AA&MS (n=1, 2%). Stage 1 Norwood was completed at age 6.0±4.4 days, Glenn shunt at age 10.8±8.7 months and Fontan at age 3.3±2 years. Stage 1 cardiopulmonary bypass and circulatory arrest times were 94±46 and 59±2 minutes respectively. The mean duration of follow-up in an ACHD center was 3.4±2.5 years. After age 18 years, major adverse events had occurred in 15/53 patients (28%). These mutually exclusive events were: death (n=3, 6%), transplant (n=1, 2%), protein losing enteropathy (n=2, 4%), stroke (n=2, 4%), symptomatic ventricular tachycardia (n=1, 2%), heart failure requiring admission for intravenous therapy (n=3, 6%) and major cardiac surgery (n=3, 6% [aortic valve replacement n=1, tricuspid valve replacement n=2]). Conclusions: Young adults with a Fontan palliation for HLHS are at high risk of major adverse cardiac events. It is essential that close attention is paid to successful transition of this vulnerable population into adult care and that these patients remain under vigilant specialist follow-up through adult life.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".