Purpose: Many adults in the United States possess basic or below basic health literacy skills, making it essential for patient education materials (PEMs) to be presented at or below a sixth-grade reading level. We evaluate the readability of PEMs generated by ChatGPT 3.5 and 4.0 for common hand conditions.
Methods: We used Chat Generative Pre-Trained Transformer (ChatGPT) 3.5 and 4.0 to generate PEMs for 50 common hand pathologies. Two consistent questions were asked to minimize variability: 1. "Please explain [Condition] to a patient at a sixth-grade reading level, including details on anatomy, symptoms, doctors' examination, and treatment (both surgical and nonsurgical)." 2. "Create a detailed patient information sheet for the general patient population at a sixth-grade reading level explaining [Condition], including points such as anatomy, symptoms, physical examination, and treatment (both surgical and nonsurgical)." Before asking the second question, a priming phase was conducted where ChatGPT 3.5 and 4.0 were presented with a text sample written at a sixth-grade reading level and informed that this was the desired output level. Multiple readability tests were used to evaluate the output, with a consensus reading level created from the results of all eight readability scores. Statistical analyses were performed using SAS 9.4.
Results: ChatGPT 4.0 successfully produced 28% of its responses at the appropriate reading level following the priming phase, compared to none by ChatGPT 3.5. ChatGPT 4.0 showed superior performance across all readability metrics.
Conclusions: ChatGPT 4.0 is a more effective tool than ChatGPT 3.5 for generating PEMs at a sixth-grade reading level for common hand conditions.
Clinical Relevance: The results suggest that Artificial Intelligence could significantly enhance patient education and health literacy with further refinement.
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http://dx.doi.org/10.1016/j.jhsg.2024.10.002 | DOI Listing |
Sci Rep
March 2025
Basque Center on Cognition, Brain and Language, Paseo Mikeletegi 69, Donostia-San Sebastián, 20009, Spain.
Learning to read affects speech perception. For example, the ability of listeners to recognize consistently spelled words faster than inconsistently spelled words is a robust finding called the Orthographic Consistency Effect (OCE). Previous studies located the OCE at the rime level and focused on languages with opaque orthographies.
View Article and Find Full Text PDFInt J Biol Macromol
March 2025
State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, Shandong 266071, China; Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao Marine Science and Technology Center, Qingdao, Shandong 266237, China. Electronic address:
The heat shock response (HSR) has important functions in a cell's reaction to stresses. The HSR is regulated and effected by heat shock proteins (HSPs) and heat shock factors (HSFs). Herein, the full-length cDNA of Marsupenaeus japonicus heat shock protein 70 (MjHSP70) was isolated and sequenced.
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Poult Sci
March 2025
Department of Poultry Science, Mississippi State University, Mississippi State, MS 39762, USA. Electronic address:
The effects of a reduction in incubation temperature, made to accommodate higher levels of embryonic heat production, on the post hatch body temperature and somatic characteristics of Ross 708 broilers were determined. Incubation temperature treatments (TRT) were a standard (STRT, 37.5 °C) and a lower (LTRT, 35.
View Article and Find Full Text PDFEnter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!