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Record W4412436472 · doi:10.1016/j.cjco.2025.06.022

Myocardial Recovery After Left Ventricular Assist Device Weaning in Patients With Predominantly Toxic Cardiomyopathy: A Single-center Experience

2025· article· en· W4412436472 on OpenAlexaff
Jean‐Simon Lalancette, Alexander Beaulieu‐Shearer, Émile Voisine, Maxime Laflamme, David Belzile, Pierre Yves Turgeon, Kim O’Connor, Dimitri Kalavrouziotis, Christine Bourgault, Joëlle Morin, Marie-Christine Blais, Marie‐Ève Komlosy, Claudine Laliberté, Mathieu Bernier, Éric Charbonneau, Mario Sénéchal

Bibliographic record

VenueCJC Open · 2025
Typearticle
Languageen
FieldEngineering
TopicMechanical Circulatory Support Devices
Canadian institutionsInstitut universitaire de cardiologie et de pneumologie de Québec
Fundersnot available
KeywordsCardiomyopathyVentricular assist deviceWeaningMedicineCardiologyInternal medicineSingle CenterHeart failure

Abstract

fetched live from OpenAlex

Background In some patients with left-ventricular assist devices (LVADs), unloading of the left ventricle (LV) and medical therapy may lead to improvement of LV systolic function, allowing for LVAD weaning. There are no guideline-directed parameters to help identify candidates for weaning and long-term outcomes remain imperfectly documented. We aimed to assess the clinical and echocardiographic characteristics of weaned patients and to evaluate their event-free survival following weaning. Methods Single-center retrospective study recruiting all patients who underwent second or third generation LVAD implantation between 2009-2021. Results 98 patients were included. Fourteen patients (14%) with LV recovery underwent LVAD weaning after 309 days of median support time. Heart failure etiologies in weaned patients included toxic (recreational drugs) (n=8, 57%), toxic (medication) (n = 2, 14%), ischemic (n=2, 14%) and idiopathic dilated cardiomyopathy (n=2, 14%). In unweaned patients, heart failure was mostly attributed to ischemic (n=35, 42%) and idiopathic dilated (n=27, 32%) cardiomyopathy. Three months after implantation, patients who were eventually weaned had higher LVEF (35 vs. 19%, p=0.001) and lower left ventricular end diastolic diameter (LVEDD) (52 vs. 60 mm, p=0.03) than unweaned patients. At last follow-up after weaning, mean LVEF was 44±6% and no death nor heart transplant had occurred. Conclusion LVADs can induce LV reverse remodeling leading to myocardial recovery in a significant proportion of patients, especially those with toxic and non-ischemic cardiomyopathies. Early reverse remodeling with decreasing LVEDD and improving LVEF at 3 months following implantation may suggest potential candidacy for LVAD weaning. Weaned patients maintain satisfactory LVEF recovery after weaning and have good long-term event-free survival.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
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 head0.009
GPT teacher head0.218
Teacher spread0.210 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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