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Updated: Feb 13, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Harnessing the language of overdose prevention to advance evidence-based responses to the opioid crisis
Alexandra B Collins1, Ricky N Bluthenthal2, Jade Boyd3
1Faculty of Health Sciences, Simon Fraser University, Canada; British Columbia Centre on Substance Use, Canada.
Abstract:
Language has significant implications for how we view and respond to public health issues. Conventional moralistic messaging around drug use stigmatizes people who use drugs and inhibits the implementation of evidence-based harm reduction interventions that do not condemn drug use. However, within the context of the unprecedented North American opioid overdose crisis, we argue that shifting conventional moral messaging around overdose prevention and response strategies is key to supporting the rapid roll-out of evidence-based harm reduction interventions. Reframing overdose prevention to highlight the imperative to address the ongoing public health emergency is an important first step in implementing urgently needed response strategies.
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