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Early Patient Experience with an Electro‐Anatomic Navigation System Dedicated to Device Lead Implantation: Feasibility and Safety

2012· article· en· W1587333708 on OpenAlexaff
Jaimie Manlucu, Raymond Yee, Allan C. Skanes, KENNETH C. GARDESKI, Michael R. Neidert, James Fitzhugh Kelley, George J. Klein, Andrew D. Krahn, Lorne J. Gula, Peter Leong‐Sit, LAURENT G. VERARD, Kevin Wu

Bibliographic record

VenuePacing and Clinical Electrophysiology · 2012
Typearticle
Languageen
FieldMedicine
TopicCardiac pacing and defibrillation studies
Canadian institutionsLondon Health Sciences CentreWestern University
Fundersnot available
KeywordsFluoroscopyMedicineLead (geology)Insertion timeSubclavian veinImplantable cardioverter-defibrillatorRadiation exposureNavigation systemProtocol (science)SurgeryCatheterNuclear medicineRadiologyCardiologyReal-time computing

Abstract

fetched live from OpenAlex

INTRODUCTION: Fluoroscopy-guided pacing lead placement has well-recognized limitations and risks. We studied the safety and feasibility of using a novel electromagnetic navigation system specifically designed to guide pacemaker and implantable cardioverter defibrillator lead placement. METHODS: Twenty-four patients (mean age of 54±34 years) underwent the study protocol; 16 before electrophysiology study and eight before device implantation. The navigational deflectable sheath assembly was introduced via the subclavian vein and advanced to seven prespecified targets within the right heart chambers. The time taken to reach each target site was measured. RESULTS: All seven prespecified targets were successfully reached by 21 of 24 patients (88%). The total time required to complete the study protocol ranged from 3.21 to 15.25 minutes (average 8.9 minutes), with an associated mean fluoroscopy time of 50±36 seconds. In three of the 24 patients, this navigation system was successfully used to guide right ventricular pacing lead placement. The average total procedure time for these devices was 97.8 minutes (excluding the study protocol), with an average associated fluoroscopy time of 6.93 minutes. These procedures were well tolerated and no periprocedural complications were noted. CONCLUSIONS: This study suggests that this novel electro-anatomic navigation system is a viable and safe alternative to traditional fluoroscopy-guided lead implantation. Further studies are required to determine the absolute reduction in radiation exposure and increased efficiency relative to current standard fluoroscopic techniques.

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)0.003
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 score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
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)0.0020.000

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 head0.034
GPT teacher head0.359
Teacher spread0.326 · 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
Published2012
Admission routes1
Has abstractyes

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