LIVE VALIDATION CASE

Clinical documentation in action

An 8-minute consultation in a regional Indian language. See how the system captures, structures, and presents clinical intelligence.

Patient language: Regional Indian language → English (real-time translation)

Doctor:What brings you in today?
Patient:I have joint pain for 4 months. Both hands, both knees. Morning stiffness for about 90 minutes.
Doctor:Any skin changes?
Patient:Yes, a rash on my face — more on both cheeks. It gets worse when I go in the sun. Started 2 months ago.
Doctor:Hair loss?
Patient:Yes, a lot of hair falling — 3 months now. Handfuls when I brush.
Doctor:Mouth ulcers?
Patient:Yes, 2-3 times a month, painful.
Doctor:Any changes in urine?
Patient:It’s been frothy for about a month. I didn’t think it was serious.
Doctor:Swelling anywhere?
Patient:Legs swell in the evening. Face is puffy in the morning.
Doctor:Fever?
Patient:Low grade, 99-100 degrees, 2-3 days a week.
Doctor:Chest pain?
Patient:Left side, when I take a deep breath.
Doctor:Any previous treatment?
Patient:A doctor gave me Prednisolone 10mg. It helped a lot. But when I stopped, everything came back.
Doctor:Family history?
Patient:My mother has some thyroid problem, she takes Thyronorm 50. My sister is getting treatment for joint pains in Chennai.
Doctor:High fever? Breathlessness? Previous BP issues?
Patient:No, no, and no.

Physician examination notes

BP: 148/96 (repeated: 146/94). B/L pedal edema. Periorbital puffiness. Malar rash — bilateral malar distribution. No lymphadenopathy. Chest: clear bilateral. Abdomen: soft, no organomegaly.

12 symptoms captured · 3 pertinent negatives recorded · Exam extracted

This is a pre-loaded validation case. In production, this flow runs in real-time during live consultations.

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