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Abstract 17254: Myocardial Functional Recovery Following Durable Ventricular Assist Device in Children

2023· article· en· W4389945489 on OpenAlexaff
Bhavikkumar Langanecha, Osami Honjo, Alyssa Power, Mjaye Mazwi, Oshri Zaulan, Áine Lynch, Christoph Haller, Kristen George, Linda Fazari, Andrea Maurich, David A. Chiasson, Aamir Jeewa

Bibliographic record

VenueCirculation · 2023
Typearticle
Languageen
FieldEngineering
TopicMechanical Circulatory Support Devices
Canadian institutionsHospital for Sick Children
Fundersnot available
KeywordsMedicineVentricular assist deviceHeart failureSurgeryCardiologyPulsatile flowRetrospective cohort studyImplantCardiomyopathyCohortHeart transplantationInternal medicineDilated cardiomyopathyEjection fractionIschemic cardiomyopathyTransplantation

Abstract

fetched live from OpenAlex

Introduction: Ventricular Assist Device (VAD) explantation following myocardial functional recovery (MFR) for heart failure (HF) is uncommon and associated with a risk of recurrence of HF. Research Question: What are the patient characteristics and outcomes for VAD explantation in children following MFR? Methods: Retrospective, single centre study of patients who were supported with durable VADs, both intracorporeal continuous flow devices (CFD) and paracorporeal pulsatile flow devices (PFD) between 2004 to 2022. Results: A total of 75 children, of which 43 were female, underwent VAD implantation (PFD = 61 and CFD = 14) at a median (IQR) age of 5.6 (0.8, 13.5) years and with a weight of 16.2 (7.5, 40.7) kg. From this cohort, we identified 8/75 (11%) children who underwent VAD explantation for MFR after a median duration of 56 (22, 115) days. All were supported with durable PFD. Five were listed for transplantation as a part of their HF management strategy following VAD implantation and four patients had dilated cardiomyopathy (DCM). Of those, 7/8 (88%) children with MFR were under 2 years of age and 5/8 (63%) were supported for > 90 days. The pathological findings on the LV core samples were variable in severity and no patient had any evidence of active inflammation (see Table). After explant, 7/8 patients remained in HF remission with no symptoms and stable LV function. One patient had a recurrence of HF following explantation after demonstrating MFR while on VAD support. This patient was 5 years old at implant and was in HF remission for ~9 months following explant before HF recurrence, requiring VAD re-implantation and eventual heart transplantation. Conclusions: MFR resulting in VAD explantation is feasible in children with chronic HF especially for those < 2 years of age. Further work is needed to help better identify the features that promote MFR and maintain it after explant.

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)0.002
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 score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.016
GPT teacher head0.216
Teacher spread0.200 · 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".

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Citations0
Published2023
Admission routes1
Has abstractyes

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