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Develop evidence-based recommendations for single-reviewer validation of electronic phenotyping results in operational settings.We conducted a randomized controlled study to evaluate whether electronic phenotyping results should be used to support manual chart review during single-reviewer electronic phenotyping validation (N=3104). We evaluated the accuracy, duration and cost of manual chart review...