MétaCan
Menu
Back to cohort
Record W4408528119 · doi:10.1002/joa3.70042

Impact of catheter ablation for ventricular tachycardia on left ventricular ejection fraction in patients with structural heart disease

2025· article· en· W4408528119 on OpenAlexaff
A. Sood, Samual Turnbull, Kasun De Silva, Ashwin Bhaskaran, Richard G. Bennett, Timothy Campbell, Liza Thomas, Saurabh Kumar

Bibliographic record

VenueJournal of Arrhythmia · 2025
Typearticle
Languageen
FieldMedicine
TopicCardiac Arrhythmias and Treatments
Canadian institutionsBC Innovation CouncilUniversity of British Columbia
Fundersnot available
KeywordsEjection fractionMedicineCardiologyInternal medicineHeart failureCardiomyopathyIschemic cardiomyopathyCatheter ablationVentricular tachycardiaHeart diseaseAblation

Abstract

fetched live from OpenAlex

Abstract Background Catheter ablation (CA) is efficacious for the treatment of ventricular tachycardia (VT) in patients with structural heart disease; however, heart failure contributes to long‐term mortality in this cohort. Whether CA worsens left ventricular function requires investigation. Methods We retrospectively analyzed 142 consecutive patients with structural heart disease undergoing CA for VT. Pre‐ablation left ventricular ejection fraction (LVEF) was compared to LVEF postablation, predictors of change in LVEF were identified, and the relationship between change in LVEF and arrhythmic recurrence was assessed. Results Patients with ischemic cardiomyopathy (ICM) had lower pre‐ablation LVEF than patients with non‐ischemic cardiomyopathy (NICM) (36.2 ± 14.3% vs. 50.8 ± 12.8%, p < 0.001). There was no statistically significant change in LVEF following ablation for patients with ICM ( p = 0.45) or NICM ( p = 0.75). Patients with pre‐ablation LVEF ≤20% experienced the largest recovery in LVEF, mean recovery 5.3% (95% CI: 0.6–10.1), p = 0.03, with LVEF recovery postablation similar in ICM and NICM patients ( p = 0.69). Recovery of LVEF was associated with a decreased incidence of ventricular arrhythmia (VA) recurrence ( p = 0.03) and an increased VA‐recurrence‐free survival ( p = 0.04). Conclusion CA for VT does not cause a decline in LVEF among patients with structural heart disease. The subset of patients with severely impaired LVEF may experience an increase in LVEF following ablation and an associated reduction in VA recurrence.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.005
GPT teacher head0.274
Teacher spread0.269 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations3
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJournal of ArrhythmiaSame topicCardiac Arrhythmias and TreatmentsFrench-language works237,207