GeoHealth · 2023 · 30 citations · 13 references
ComputingComputer ScienceEnvironmental SciencesArtificial IntelligenceNatural Language ProcessingText AnalyticsKnowledge TranslationNatural Language GenerationScientific TranslationText GenerationText SummarizationTranslation TechnologyAutomatic Summarization EvaluationNeural Text SummarizationResearch SummariesSummarization Of Scientific Texts
One valuable application for generative artificial intelligence (AI) is summarizing research studies for non-academic readers. We submitted five articles to Chat Generative Pre-trained Transformer (ChatGPT) for summarization, and asked the article's author to rate the summaries. Higher ratings were assigned to more insight-oriented activities, such as the production of eighth-grade reading level summaries, and summaries highlighting the most important findings and real-world applications. The general summary request was rated lower. For the field of environmental health science, no-cost AI technology such as ChatGPT holds the promise to improve research translation, but it must continue to be improved (or improve itself) from its current capability.
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Knowledge translation of research findings
Jeremy Grimshaw, Martin Eccles, John N. Lavis et al. · Implementation Science · 2012 · 2.5K citations · Full text
ChatGPT: five priorities for research
Eva A.M. van Dis, Johan Bollen, Willem Zuidema et al. · Nature · 2023 · 1.8K citations · Full text
Management, Health Sciences, Community-based Participatory Research +7
ChatGPT: the future of discharge summaries?
Sajan B Patel, Kyle Lam · The Lancet Digital Health · 2023 · 734 citations · Full text