Objective: The recommended readability of health education materials is at the sixth-grade level. Artificial intelligence (AI) large language models such as the newly released ChatGPT4 might facilitate the conversion of patient-education materials at scale. We sought to ascertain whether online otolaryngology education materials meet recommended reading levels and whether ChatGPT4 could rewrite these materials to the sixth-grade level. We also wished to ensure that converted materials were accurate and retained sufficient content.
Methods: Seventy-one articles from patient educational materials published online by the American Academy of Otolaryngology-Head and Neck Surgery were selected. Articles were entered into ChatGPT4 with the prompt "translate this text to a sixth-grade reading level." Flesch Reading Ease Score (FRES) and Flesch-Kincaid Grade Level (FKGL) were determined for each article before and after AI conversion. Each article and conversion were reviewed for factual inaccuracies, and each conversion was reviewed for content retention.
Results: The 71 articles had an initial average FKGL of 11.03 and FRES of 46.79. After conversion by ChatGPT4, the average FKGL across all articles was 5.80 and FRES was 77.27. Converted materials provided enough detail for patient education with no factual errors.
Discussion: We found that ChatGPT4 improved the reading accessibility of otolaryngology online patient education materials to recommended levels quickly and effectively.
Implications For Practice: Physicians can determine whether their patient education materials exceed current recommended reading levels by using widely available measurement tools, and then apply AI dialogue platforms to modify materials to more accessible levels as needed.
Level Of Evidence: Level 5.
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BMC Res Notes
January 2025
Nurses International, PO Box 114, Anoka, MN, 55303, USA.
Background: The recent global pandemic posed extraordinary challenges for healthcare systems. Frontline healthcare workers required focused, immediate, practical, evidence-based instruction on optimal patient care modalities as knowledge evolved around disease management.
Objective: This course was designed to provide knowledge to protect healthcare workers; combat disease spread; and improve patient outcomes.
BMC Nutr
January 2025
Centre for Lifecourse Nutrition, Department of Nutrition and Public Health, Faculty of Health and Sport Sciences, University of Agder, Postbox 422, Kristiansand, 4604, Norway.
Background: Early Childhood Education and Care (ECEC) centers play an important role in fostering healthy dietary habits. The Nutrition Now project focusing on improving dietary habits during the first 1000 days of life. Central to the project is the implementation of an e-learning resource aimed at promoting feeding practices among staff and healthy dietary behaviours for children aged 0-3 years in ECEC.
View Article and Find Full Text PDFPaediatr Drugs
January 2025
National Centre for Register-based Research, Aarhus University, Fuglesangs Allé 26, 8210, Aarhus V, Denmark.
Background And Objectives: Females of reproductive age are increasingly using attention deficit hyperactivity disorder (ADHD) medication, but its use during pregnancy and breastfeeding is largely unknown. The aim of this study is to examine the prevalence of ADHD medication fills during pregnancy and breastfeeding, including characteristics of these females and cohort differences over time.
Methods: We conducted a descriptive study using Danish nationwide registers.
Ann Dyslexia
January 2025
Developmental and Educational Psychology Department, Universidad de Granada, Granada, Spain.
Recent research suggests that performance on Statistical Learning (SL) tasks may be lower in children with dyslexia in deep orthographies such as English. However, it is debated whether the observed difficulties may vary depending on the modality and stimulus of the task, opening a broad discussion about whether SL is a domain-general or domain-specific construct. Besides, little is known about SL in children with dyslexia who learn transparent orthographies, where the transparency of grapheme-phoneme correspondences might reduce the reliance on implicit learning processes.
View Article and Find Full Text PDFNat Chem
January 2025
State Key Laboratory of Advanced Drug Delivery and Release Systems, Liangzhu Laboratory, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China.
Vesicles play critical roles in cellular materials storage and signal transportation, even in the formation of organelles and cells. Natural vesicles are composed of a lipid layer that forms a membrane for the enclosure of substances inside. Here we report a coacervate vesicle formed by the liquid-liquid phase separation of cholesterol-modified DNA and histones.
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