Contemporary Review of the Methods for Rapid Ventricular Pacing During Transcatheter Aortic Valve Replacement
Why this work is in the frame
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Bibliographic record
Abstract
Transcatheter aortic valve replacement (TAVR) is a widely accepted treatment strategy for patients with severe aortic stenosis across all risk profiles. Pacing stimulation of the right ventricle (RV) is the conventional method used during TAVR for rapid pacing during balloon dilatation and transcatheter heart valve deployment and for the management of acute bradyarrhythmias. However, RV pacing requires additional venous access and carries a risk of RV perforation and cardiac tamponade. An alternate strategy of utilizing the stiff guidewire in the left ventricle for direct left ventricle pacing during valve deployment is increasingly being adopted, as it may reduce procedure cost, duration, and radiation exposure and potentially mitigate the risks associated with RV pacing. The current review aims to discuss contemporary rapid pacing techniques for TAVR, including their relative safety, efficiency, and outcomes.
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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) | 0.002 | 0.014 |
| 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