Across 15 U.S. health systems and 147 clinicians, Amplifire revealed that 32% of clinical knowledge consisted of confidently held misinformation, despite clinicians believing they understood approximately half of the material. The platform efficiently corrected these gaps without significant learner struggle, highlighting both the hidden risks in clinical decision-making and the effectiveness of adaptive learning. Variation was observed across systems, topics, and individuals, with some areas like CMS regulations showing the highest misinformation levels. Additionally, 74% of hospitalists indicated they would change how they manage complex patients, demonstrating the platform’s ability to influence real-world clinical behavior and improve decision-making outcomes.

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