Xiangji Ying
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An automated approach to improve clinical trial registration and to identify outcome changes on ClinicalTrials.gov
Abstract It is difficult to ensure clinical trial outcomes are defined completely in registrations, and to check outcome changes between registration and posting results. We developed a large language model (LLM)-based approach to evaluate outcome definitions and changes on ClinicalTrials.gov.
Publication of Results of Registered Trials With Published Study Protocols, 2011-2022
Key Points Question What proportion of registered clinical trials with published study protocols do not publish their results? Findings In this cross-sectional study of 308 clinical trial protocols published on PubMed Central between 2011 and 2022, weighted analysis found that approximately 36% of trials with published protocols did not publish their main results.
Pilot trials may improve the quality of full-scale trials: a meta-research study
Evidence on the value of pilot trials for subsequent trial’s quality is scarce. This study aims to determine if a pilot trial improves the quality of the full-scale trial. We searched PubMed for pilot trials and their subsequent full-scale trials. The meta-analysis of the full-scale trials was used to identify other full-scale trials on the same research topic but without a pilot trial. Markers of trial quality included publication outcomes and Cochrane Risk of Bias Assessment.
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