ReviewArrhythmia & electrophysiology review2026
Device-detected Atrial Fibrillation: How Much is Too Much?
Review in Arrhythmia & electrophysiology review, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Device-detected AF, commonly labelled atrial high-rate episodes or subclinical AF (SCAF), creates a dilemma over anticoagulation: absolute stroke risk will be lowered, yet oral anticoagulation (OAC) carries a real risk of major bleeding. The author argues that searching for a universal episode-duration threshold is not the answer. Analyses of trial results show that baseline SCAF frequency and longest episode duration do not reliably identify a high-risk subgroup nor consistently justify escalation to anticoagulation treatment. Duration-only thresholding is therefore an unstable primary decision-making tool. A practical alternative is proposed: phenotype-led anticoagulation with a burden-led workflow. Phenotypes, especially vascular disease and absolute risk, drive whether OAC is plausibly beneficial; burden determines urgency, monitoring intensity and the need for escalation. This framework primarily addresses SCAF episodes below 24 hours, where clinical uncertainty is greatest and randomised evidence is most directly applicable. It is operationalised as a device-clinic pathway with electrogram adjudication as an entry criterion, burden classes for triage, and phenotype classes for OAC selection, using atrial substrate markers only as tiebreakers in borderline cases.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.