Emergency Triage

Identifying emergency red flags during intake for leg weakness and routing to immediate clinical review or urgent referral

Leg weakness with acute onset, numbness, bowel/bladder changes, or rapid progression are red flags for spinal cord compression, stroke, or other emergencies. AI receptionist captures these during intake and escalates to a clinician within minutes, not hours—preventing ED transfers and missed diagnoses.

Flags acute onset, progressive weakness, and sensory changes during first call
Detects cauda equina warning signs: bilateral leg weakness, saddle anesthesia, bowel/bladder retention or incontinence
Asks about onset speed (minutes vs. hours vs. days) to separate emergent from chronic presentations
Routes emergency calls directly to on-call provider or urgent clinic for immediate evaluation
Generates alert note in EMR so clinician sees red flags before patient arrives
Can offer ED referral or urgent care routing if on-site urgent slot unavailable

How it pays back

Emergency cases don't wait in queue

Patients calling with acute neurological changes are routed to a clinician or urgent care within minutes, not booked 2 weeks out. This prevents deterioration and ED transfers.

Clinician is briefed before patient arrives

Urgent weakness cases arrive with a structured summary showing onset, red flags, and prior medical history captured during the call. Clinician reviews this context immediately upon escalation.

False urgency is reduced

The AI asks clinically specific questions to separate true emergencies (cauda equina, acute stroke-like weakness) from benign presentations (chronic numbness, positional weakness). Only true emergencies get expedited.

Liability is mitigated

All emergency intake is documented with timestamps and clinical rationale for triage decision. This creates a clear record of why a patient was routed urgently vs. routinely.

Red flag detection on first call

Cauda equina, acute neurological, and emergency symptoms identified immediately

Direct clinician escalation

Emergency cases routed to on-call provider or urgent clinic within minutes

Structured alert summary

Red flags and clinical context captured and presented to clinician before patient arrives

Concurrent ED option available

Patient can be directed to appropriate emergency facility if urgent slot unavailable

Frequently asked questions

What are the red flags the AI screens for in leg weakness calls?

Acute onset (minutes to hours), bilateral leg weakness, numbness in saddle distribution (groin, buttocks, inner thighs), loss of bowel or bladder control, rapidly progressive weakness, and recent trauma or fall. Any combination of these triggers immediate escalation.

What is the difference between cauda equina and chronic radiculopathy from the AI's perspective?

Cauda equina is characterized by bilateral symptoms, saddle anesthesia, bowel/bladder changes, and acute onset. The AI asks specifically about these to separate true surgical emergencies from unilateral, gradually worsening radiculopathy. Both are captured, but only cauda equina triggers emergency escalation.

How does the AI determine urgency without being trained as a clinician?

The AI uses a decision tree based on established red-flag criteria from neurology and spine surgery guidelines. The questions are symptom-based, not diagnostic. Your practice configures which symptom combinations warrant emergency escalation.

Can the AI refer patients to an ED directly?

The AI can provide ED information and directions if your practice policy allows it, or route the call to your on-call provider to make the referral decision. The AI does not make independent ED referrals without clinician approval.

Is the emergency escalation documented in the EMR?

Yes. The AI creates a timestamped alert summary showing which red flags were detected, the time of detection, and which clinician the case was routed to. This creates a clear audit trail for liability and quality purposes.