ArticleCirculation reports2026
Exploratory Evaluation of Multidisciplinary Collaboration in Developing a Community-Based Heart Failure Care System.
Article in Circulation reports, 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
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Early detection of heart failure (HF) relies on community-based interventions supported by seamless coordination. In this study, we examined the challenges and opportunities in developing HF support system, drawing on hospital-led community collaboration activities and a participant survey. Methods and Results: A cross-sectional survey of 31 participants in a regional multidisciplinary meeting yielded 13 responses (41.9%). Non-medical professionals demonstrated lower baseline knowledge but higher satisfaction and learning effectiveness. Principal component analysis revealed occupational differences. Conclusions: Foundational education was effective, particularly for non-medical professionals, and highlighted the need to address disparities in knowledge and tool utilization.
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.