ArticleCardiology research2026
Integrating Findings Into Practice: Assessing External Validity of Congestive Heart Failure Trials.
Article in Cardiology research, 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
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Congestive heart failure (CHF) remains a major global health issue, affecting millions of adults worldwide, contributing to significant hospitalizations and mortality. While randomized controlled trials (RCTs) are essential for improving CHF care, their external validity remains uncertain. This study evaluates the external validity of CHF RCTs published between 2014 and 2024 using the criteria developed by van 't Hooft et al. Methods: A systematic appraisal of CHF RCTs was performed using MEDLINE and Embase on April 1, 2025. Included studies were full-text, English-language, human trials focused on CHF interventions. Trials were assessed with a 13-criterion guideline covering pragmatic principles, context, information gain, feasibility, transparency, value, and patient-centeredness. Two reviewers independently screened and extracted data, resolving discrepancies by consensus. Trial characteristics and predictors of usefulness were analyzed via linear regression and descriptive statistics. Results: Among 659 records screened, 44 met inclusion criteria. Of these, 15.9% demonstrated information gain, 36.4% provided context placement, and 4.5% avoided violations of pragmatic principles. Patient-centeredness was fully addressed in 54.5% of trials and 38.6% demonstrated feasibility. A majority of studies disclosed funding at 77.3% and conflict of interest statements at 68.2%. Transparency and usefulness values showed a modest upward trend over time (r = 0.42, P < 0.05). Conclusions: Although CHF RCTs are the gold standard for evaluating new interventions, many fall short in pragmatism, information value, power analysis, and data transparency. Future trials may benefit from prioritizing pragmatic principles, adequate power calculations, cost analysis, and data sharing.
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What Socratic 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 Socratic graph.