Zhenwen Sheng, Jinke Kuang, Li Yang, Guiyun Wang, Cuihong Gu, Yanxia Qi, Ruowei Wang, Yuehua Han, Jiaojiao Li, Xia Wang
Predictive models for delay in medical decision-making among older patients with acute ischemic stroke: a comparative study using logistic regression analysis and lightGBM algorithm
BMC public health
chatgpt conversational artificial intelligence ai technology shown application various facets healthcare increased use ai imperative assess accuracy comprehensibility ai platforms pilot project aimed assess understandability readability accuracy chatgpt source medicationrelated patient education compared evidencebased medicine tertiary reference resource lexicomp patient education materials pems obtained chatgpt lexicomp eight common medications albuterol apixaban atorvastatin hydrocodoneacetaminophen insulin glargine levofloxacin omeprazole sacubitrilvalsartan pems extracted blinded assessed two investigators independently primary outcome comparison patient education materials assessment toolprintable pematp secondary outcomes included flesch reading ease flesch kincaid grade level percent passive sentences word count accuracy 7item accuracy checklist medication generated expert consensus among pharmacist investigators lexicomp pems serving control pematp interrater reliability determined via intraclass correlation coefficient icc flesch reading ease flesch kincaid grade level percent passive sentences word count calculated microsoft word continuous data assessed using students ttest via spss version 200 difference found pematp understandability score pems produced chatgpt versus lexicomp 779 110 vs 725 24 p0193 reading level higher chatgpt 86 12 vs 56 03 p0001 chatgpt pems lower percentage passive sentences lower word count average accuracy score chatgpt pems 4257 61 scores ranging 2986 despite comparable pematp scores chatgpt pems meet grade level targets lower word count passive text chatgpt pems could benefit patients variable accuracy scores prevent routine use chatgpt produce medicationrelated pems time