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Guideline evidence on self-harm risk tools is described as uncertain
Critical analysis of NICE self-harm guidelines' methodological limitations, examining evidence gaps in risk assessment tool recommendations and the role of committee judgment versus empirical data.
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ESC report highlights gaps in cardiovascular guideline implementation
Review of cardiovascular clinical practice guideline implementation barriers and evidence-based strategies to improve adoption across diverse healthcare systems
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Smarter Together: Enhancing Human-AI Collaborative Grading With Teacher-Cognition Multi-Agent LLM Framework
TC-MAG framework uses multi-agent AI to improve automated grading of open-ended student responses with explainable partial credit assessment and teacher oversight capabilities.
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Living evidence-informed guidelines may support better decisions
Living evidence-informed guideline development methods that ensure clinician decision support through rigorous, transparent, and updatable evidence synthesis.