Olivia Brown

P-10425 · 47 Female · Pneumonia

Discharged 2026-04-16

Overall Risk

52%

Medium

Patient summary

Olivia Brown was discharged following Pneumonia care. Risk engine flagged this case based on elevated medication complexity. Recommend coordinated follow-up within 48 hours.

Medical History

Previous surgeries

•Tonsillectomy (1998)

Chronic conditions

•Mild asthma

Past admissions

•Pneumonia — admitted 2026-04-16
•Pneumonia (2024)

Recommended actions

Activity timeline

10:24
Risk assessed
Score 52% · Medium
10:31
Nurse assigned
RN J. Patel acknowledged case
11:02
Patient reminder sent
App + SMS dispatched
—
Patient check-in pending
Awaiting confirmation

Risk Criteria Breakdown

52%

Olivia Brown

Medium

Clinical Stability78%

Vitals trend, comorbidity load.

Medication Complexity64%

Polypharmacy and adherence risk.

Follow-up Access70%

Distance, transport, scheduling.

Social Vulnerability45%

Support network, housing stability.

Why flagged

Driven primarily by medication complexity.

Human review

Clinician approval required before action.

Recommendation

Support-oriented: schedule follow-up, assign coordinator.