Evidence map›Paper›PMID 42007478›Full record

ArticleJAMIA open2026

Provider survey to assess the usability and acceptability of an automated electronic health record-based tool for atrial fibrillation to improve anticoagulation management.

Brittany A Carlson, Catherine P Benziger, Melissa L Harry, Nicole A Groth, Clayton I Allen, Laura A Freitag

Abstract read
In one paragraph

Article in JAMIA open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Brittany A CarlsonSchool of Medicine, University of Minnesota Medical School-Duluth Campus, Duluth, MN, United States.
Catherine P BenzigerHeart and Vascular Center, Essentia Health, Duluth, MN, United States.ORCID https://orcid.org/0000-0002-8992-6197
Melissa L HarryEssentia Institute of Rural Health, Essentia Health, Duluth, MN, United States.ORCID https://orcid.org/0000-0003-2016-4398
Nicole A GrothEssentia Institute of Rural Health, Essentia Health, Duluth, MN, United States.
Clayton I AllenEssentia Institute of Rural Health, Essentia Health, Duluth, MN, United States.
Laura A FreitagEssentia Institute of Rural Health, Essentia Health, Duluth, MN, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Implemented a tool to identify high-risk patients with atrial fibrillation (AF) with a CHA Materials and Methods: An electronic survey was sent to 490 primary care and cardiology providers at Essentia Health (Duluth, MN, USA) to evaluate the usability, acceptability, and obtain feedback post-implementation. We excluded providers who did not complete the consent ( Results and Discussion: Survey response rate was 25% ( Conclusion: Survey respondents report above average usability and acceptability. Future evaluation of the AF Care Gap tool utilization and persistent gaps in anticoagulation management are still needed to improve management for high-risk AF patients.

Indexed as

anticoagulationatrial fibrillationatrial flutterclinical decision support systemselectronic health recordsprimary healthcare care gap

Identifiers

PMID42007478
PMCPMC13091096

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.