Escobar Advance Alert Monitor
Automated Identification of Adults at Risk for In-Hospital Clinical Deterioration
In 43,949 non-ICU hospitalisations (35,669 patients) reaching the alert threshold at 19 hospitals, automated real-time deterioration alerts reviewed by remote monitoring nurses and escalated to rapid-response teams reduced 30-day mortality after an alert compared with usual care at hospitals where the system had not yet been deployed.
The first large-scale report that an automated, EHR-based deterioration model wired into a clinical workflow — remote nurse review plus rapid-response teams across Kaiser Permanente hospitals — was associated with lower mortality, and the template for later randomised tests such as CONCERN. Deployment was staggered but not randomised, so the comparison with not-yet-deployed hospitals rests on multivariable adjustment and is vulnerable to secular trends and site differences.