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This article discusses common mistakes in developing Clinical Decision Support Systems (CDSS) in healthcare. Learn more about the varying results from studies on CDSS effectiveness, how to design efficient systems to prevent alert fatigue, and how to make strategies for improving CDSS prioritizing the needs of medical practitioners.