How does the early-warning system surface decline before an adverse event?
Most adverse events — falls, hospitalizations, rapid decline — have warning signs that appear days in advance. But those signals are scattered across vitals, behavior notes, and meal tracking. No single person sees the full picture.
Detail
Every resident has a composite risk score updated daily. The score is not a black box — every contributing factor is visible and clickable. A score that climbed because of three consecutive weight losses, a new fall, and a meal-intake decline is shown as exactly that. Fall risk recalculates automatically when a resident starts a new sedating medication. When a score crosses a threshold, the system triggers a care-plan review, notifies the responsible nurse, and adds a monitoring task to the next shift\u2019s queue.
Expected outcome: preventable hospitalizations decline 15\u201320%. Falls with injury decrease because risk is identified before the fall happens.
https://seniorcre.com/clinical-platform/workflows/predictive-early-warning