Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions.

Clinical decision support systems are designed to improve clinical decision-making. The authors of this commentary suggest an alternative, eActions, to reduce clinician burden and increase replicability. Dissemination and use of eActions could contribute to improved clinical care quality and research.