Generalised muscle weakness in young adults with congenital heart disease
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: In patients with heart failure from acquired cardiomyopathy, respiratory and skeletal muscle weakness is common and is an independent predictor for adverse events. Despite a different underlying pathology, many young adults with congenital heart disease (CHD) develop a syndrome comparable to heart failure from acquired cardiomyopathy and may be at risk for a similar skeletal muscle weakness. OBJECTIVES: To assess respiratory and skeletal muscle strength in adults with complex CHD. METHODS: Respiratory and skeletal muscle function was assessed in 51 adults; 41 with complex CHD (16 tetralogy of Fallot, 11 univentricular anatomy with Fontan operation and 14 with subaortic right ventricles) and 10 controls. Maximal inspiratory (MIPs) and expiratory (MEPs) pressures, handgrip strength, lung volumes and aerobic capacity (peak VO₂) were measured. Results In patients with CHD (age 34 ± 13 years), average% predicted MIPs, MEPs and handgrip strength were lower than in controls (77 ± 27% vs 106 ± 28%, 85 ± 32% vs 116 ± 41% and 72 ± 15% vs 93 ± 14%, respectively, p ≤ 0.01). There was no significant difference in muscle weakness between CHD subgroups. In 39% of patients with CHD, the handgrip strength, and in 22%, respiratory muscle strength was <70% predicted. These patients had a significantly lower peak VO₂ (50 ± 12% vs 64 ± 14% predicted, p=0.008). CONCLUSION: Respiratory and skeletal muscle weakness is common in young adults with complex CHD and similar to that found in older adults with advanced heart failure from acquired heart disease.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it