Implantable Cardioverter Defibrillator Prevents Sudden Cardiac Death in Systemic Sclerosis
Bibliographic record
Abstract
OBJECTIVE: Cardiac involvement means a poor prognosis in systemic sclerosis (SSc). Conduction defects and arrhythmias are frequent in patients with SSc, and may result in sudden cardiac death. We tested whether electrophysiologic studies and implantation of cardioverter defibrillators are recommended when ventricular arrhythmias are present. METHOD: A cardioverter defibrillator was implanted in 10 patients with SSc who had heart involvement. RESULT: After 36 months, analysis of the device showed several episodes of ventricular tachycardia in 3 patients, which were promptly reverted by electrical shock delivery. CONCLUSION: In patients with SSc who are affected by ventricular arrhythmias, the implantation of a cardioverter defibrillator may prevent sudden cardiac death.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".