Familial Evaluation in Idiopathic Ventricular Fibrillation
Bibliographic record
Abstract
Background: Familial cascade screening is well established in patients with heritable cardiac disease and in cases of sudden arrhythmic death syndrome. The clinical benefit of family screening in idiopathic ventricular fibrillation (IVF) is unknown. Methods: Patients with IVF were identified from national and institutional registries. All underwent systematic and comprehensive clinical evaluation to exclude identifiable causes of cardiac arrest with a minimum requirement of ECG, cardiac (echocardiogram or magnetic resonance imaging) and coronary imaging, exercise ECG, and sodium channel blocker provocation. Additional investigations including genetic testing were performed at the physician’s discretion. First-degree relatives who were assessed with at least a 12-lead ECG were included in the final cohort. Results of additional investigations, performed at the physician’s discretion, were also recorded. Results were coded as normal, abnormal, or minor findings. Results: We identified 201 first-degree relatives of 96 IVF patients. In addition to a 12-lead ECG, echocardiography was performed in 159 (79%) and ≥1 additional investigation in 162 (80%) relatives. An inherited arrhythmia syndrome was diagnosed in 5 (3%) individuals from 4 (4%) families. Two relatives hosted the DPP6 risk haplotype identified in a single proband, one of whom received a primary prevention implantable cardioverter defibrillator. In 3 separate families, an asymptomatic parent of the IVF proband developed a type 1 Brugada ECG pattern during sodium channel blocker provocation. All were managed with lifestyle measures only. The early repolarization (ER) ECG pattern was present in 16% probands and was more common in relatives in those families than those where the proband did not have early repolarization (25% versus 8%, P =0.04). Conclusions: The yield of family screening in relatives of IVF probands is low when the proband is comprehensively investigated. The significance of J wave syndromes in relatives and the role for systematic sodium channel blocker provocation are, however, uncertain and require further research.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".