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Record W4384502128 · doi:10.1016/j.cjco.2023.07.006

Long-term Clinical Outcomes in Contemporary Patients Undergoing Left Atrial Appendage Occlusion Procedures in Ontario, Canada

2023· article· en· W4384502128 on OpenAlexafffundabout
Sheldon M. Singh, Feng Qui, Harindra C. Wijeysundera

Bibliographic record

VenueCJC Open · 2023
Typearticle
Languageen
FieldMedicine
TopicAtrial Fibrillation Management and Outcomes
Canadian institutionsHealth Sciences CentreUniversity of TorontoInstitute for Clinical Evaluative SciencesSunnybrook Health Science Centre
FundersCanada Research ChairsMinistry of Health -SingaporeInstitute for Clinical Evaluative Sciences
KeywordsMedicineAtrial fibrillationLeft atrial appendage occlusionStroke (engine)CohortMajor bleedingPercutaneousRetrospective cohort studySurgeryCohort studyPopulationEmergency medicineWarfarinInternal medicine

Abstract

fetched live from OpenAlex

Background Percutaneous left atrial appendage occlusion (LAAO) is an alternative for stroke prevention in patients with atrial fibrillation (AF) with contraindications to oral anticoagulation (OAC). Population level real-world data describing the use and outcomes of LAAO procedures are evolving with a paucity of longer-term follow-up data. We report on the patient characteristics, procedure complications, and longer-term clinical outcomes in all patients undergoing LAAO procedures in Ontario, Canada. Methods All patients undergoing LAAO procedure between April 1 st 2013 and March 31 st 2022 were identified. Linked administrative databases were utilized to determine patient clinical and procedural characteristics. Outcomes of interest included procedure complications at 7 and 30 days and longer-term rates of stroke, bleeding, all-cause re-hospitalization and mortality. Results 549 individuals were included in the study cohort. The average age was 75±8 years, with 66% male sex, a mean CHA 2 DS 2 VASc score of 4.4±1.6, and 68% were not receiving oral anticoagulation. Follow-up for 2.6±2.0 patient-years was available. Stroke occurred in 2.8% during the follow-up period (1.1/100 patient-years), bleeding in 10% (4.0/100 patient-years) and any hospital re-admission in 63% (43/100 patient-years). 29% of the cohort died during the follow-up period (11/100 patient-years) with 1.8% of the cohort dying during the procedural hospitalization. The mortality rate was unchanged during the study period (p for trend=0.72). Conclusions Long-term stroke and bleeding rates are low in patients undergoing LAAO in Ontario, Canada. All-cause mortality in this population is high and remained unchanged during the study period.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.327
Threshold uncertainty score0.568

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.113
GPT teacher head0.390
Teacher spread0.276 · 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 teacher head, 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

Citations4
Published2023
Admission routes3
Has abstractyes

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