Exploring the Drivers and Barriers for Writing Lay Summary [PDF]
Objective: Writing the lay summary is one of the methods for the popularization of science and has been developed for more than two decades for making the general public aware of the results of academic inquiries and scientific research.
Parviz Shahriari, Behrooz Rasuli
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Safety and efficacy of privacy-preserving models to create Lay summaries of brain MRI reports [PDF]
Patient access to radiology reports has heightened the need for patient-friendly communication. Automated generation of patient-centered summaries using large language models (LLMs) is a promising solution.
Bastien Le Guellec +7 more
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Using ChatGPT-4 for Lay Summarization in Prostate Cancer Research to Advance Patient-Centered Communication: Large-Scale Generative AI Performance Evaluation [PDF]
BackgroundThe increasing volume and complexity of biomedical literature pose challenges for making scientific knowledge accessible to lay audiences. Lay summaries, now widely encouraged or required by journals, aim to bridge this gap by promoting health ...
Emily Rinderknecht +16 more
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External information environment required for cross disciplinary thinking in large language models based on interdisciplinary lay summary writing [PDF]
External information stimuli are crucial for humans to reintegrate knowledge and activate cross-disciplinary thinking. This study investigates how the external information environment affects LLMs’ cross-disciplinary thinking through analyzing generated ...
Mei Chen +3 more
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Readability Optimization of Layperson Summaries in Urological Oncology Clinical Trials: Outcomes from the BRIDGE-AI 8 Study [PDF]
Accessible health information is essential to promote patient engagement and informed participation in clinical research. Brief summaries on ClinicalTrials.gov are indented for lay people; however they are often written at a reading level that is too ...
Ilicia Cano +12 more
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We conducted formative research using in-depth interviews to identify preferences for and anticipated responses to receiving thank you notes and lay summaries of aggregate results among caregivers and adolescent participants of pragmatic pediatric ...
Amy Corneli +3 more
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Background Lay summaries (LSs) of scientific evidence are critical to sharing research with non-specialist audiences. This scoping review with a consultation exercise aimed to (1) Describe features of the available LS resources; (2) Summarize recommended
Sareh Zarshenas +8 more
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What’s in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization [PDF]
NAACL ...
Griffin Adams +4 more
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What is this summary about? This is a plain language summary of a published article in the journal CNS Drugs. Narcolepsy is a rare sleep condition.
Thomas Roth +4 more
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Trial lay summaries were not fit for purpose
To establish if trial lay summaries are suitable for lay readers.A random sample of 60 randomized controlled trial (RCT) reports (15%) from the National Institute for Health and Care Research (NIHR) Journals Library, UK, were selected from 407 available ones.
Frances Shiely, Anna Daly
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