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Automated Real‑Time Deterioration Alerts Cut In‑Hospital Cardiac Arrests — What Clinicians Need to Know

MedXY Editorial Team•Dec 9, 2025•AI
clinical deteriorationpatient safety

Highlight

– Real‑time automated clinical deterioration alerts were associated with a 40% relative reduction in in‑hospital cardiac arrests (RR 0.60; 95% CI 0.43–0.85) in alert‑eligible ward patients.
– No statistically significant overall reduction in hospital mortality was observed (RR 0.80; 95% CI 0.62–1.05), though structured escalation pathways may increase benefit.
– ICU length of stay was reduced in limited analyses; effects on unplanned ICU transfers and hospital length of stay were inconsistent.

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This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication.

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