Meta-analysis and systematic reviews

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Protocol for the development of a tool (INSPECT-IPD) to identify problematic randomised controlled trials when individual participant data are available
medRxiv · 16 Oct 2026 · Preprint
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AI-assisted scoping review of code sharing in clinical prediction model research.
Nature Medicine · 9 Oct 2026 · Journal Article
Only 12.2% of 3,967 clinical prediction model articles include code-sharing statements, with significant variation across journals and countries.
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BOSE: A Bayesian Order Statistics-Based Estimator for Recovering the Sample Mean and Standard Deviation from the Median, Range, and/or Interquartile Range
bioRxiv · 3 Oct 2026 · Preprint
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Reproducibility in biomedical research.
Nature Medicine · 1 Oct 2026 · Review
Reproducibility in biomedical research remains inconsistently implemented despite widespread awareness and policies, risking resource waste and patient safety.
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A pre-registered prospective study of large language models predicting late-breaking cardiovascular trial results at ESC Congress 2026
medRxiv · 25 Sept 2026 · Preprint
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Challenges in the Computational Reproducibility of Linear Regression Analyses: An Empirical Study
medRxiv · 6 Sept 2026 · Preprint
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https://jclub.com.au/a/10.64898/2026.04.07.26350286
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Study Design Indexing in Transition: A Focused Comparison of manual NLM Indexing vs. Transformer-based Automated Models
medRxiv · 5 Sept 2026 · Preprint
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In Search of Ethical Procedures for LLM-Assisted Systematic Review Production: A Proof-of-Concept Evaluation of Selected Review Components
medRxiv · 2 Sept 2026 · Preprint
LLMs can effectively assist in specific, well-defined tasks within systematic review processes, achieving up to 86.2% agreement with human decisions when criteria are carefully reworded.
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Secondary use and scholarly impact of a portfolio of clinical trials with shared individual participant level data: cross sectional study.
BMJ · 2 Sept 2026 · Journal Article
Most clinical trials with shared individual participant data (IPD) produced secondary publications, with external investigators contributing nearly 18% of these, increasing over time.
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Sizing up the benefits of clinical trial data sharing.
BMJ · 2 Sept 2026 · Editorial
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Trials Terminated Early-When Is Enough, Enough?: Clinical Trials in Context.
JAMA · 1 Sept 2026 · Journal Article
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Strengthening the Reporting of Observational Studies in Epidemiology Enhanced Prevalence and Incidence Criteria (STROBE EPIC): An Extension of the STROBE Statement.
Annals of Internal Medicine · 1 Sept 2026 · Journal Article
STROBE EPIC provides a comprehensive 47-item checklist to improve reporting of prevalence and incidence studies in epidemiology, covering all disease types.
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SPIRIT-CONSORT-ELM: Element-Level Assessment of Randomized Controlled Trial Reporting Using Large Language Models
medRxiv · 28 Aug 2026 · Preprint
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