Nurses are being informed about early warning signs of clinical deterioration to improve patient care. Various approaches are being explored, including automated tools, collaboration with artificial intelligence, and early warning system models, to identify patients at risk of deterioration. The effectiveness of these methods is being studied in different contexts, including pediatric and cancer patients, to potentially enhance nursing care and patient outcomes.