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Readable research linked to original sources
Browse normalized, publication-ready research with direct links to its evidence and source.
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Readable research linked to original sources
Browse normalized, publication-ready research with direct links to its evidence and source.
2 articles
Newest firstBackgroundGeneral-purpose large language models (LLMs) have rapidly evolved from experimental tools into widely adopted components of healthcare. Their proliferation - accelerated by the "ChatGPT effect" - has sparked intense interest across patient-facing specialties. Among these, dermatology provides a high-visibility use case through which to assess LLM capabilities, evaluation practices, and adoption trends. O…
Open article record in new tab ↗BackgroundAI-powered digital front-door (DFD) tools are increasingly used to guide patients to appropriate care and alleviate healthcare system pressure. Yet, most evaluations narrowly assess triage accuracy or stated intent, offering limited insight into real-world behaviour and care appropriateness. MethodsThe ESSENCE study was a prospective, real-world quality improvement evaluation embedded in Portugals larges…