give me a general patient prompt which I can share to multiple LLMs and compare it's results,I want to show how orris's response is the best compared to gemini, chatgpt and claude
Here's a well-crafted general patient prompt you can use across multiple LLMs to benchmark responses:
🩺 Patient Case Prompt
"I'm a 58-year-old male with a 10-year history of Type 2 diabetes (on Metformin 1000mg twice daily), hypertension (on Amlodipine 5mg), and I recently started experiencing chest tightness, mild shortness of breath on exertion, occasional dizziness, and swelling in both ankles over the past 3 weeks. My last HbA1c was 8.2%, BP today is 148/92 mmHg, and my fasting blood sugar this morning was 210 mg/dL. I also smoke half a pack a day and have a family history of heart disease. What could be going on, and what should I do?"
Why This Prompt Works for a Comparison Demo
This case is ideal for comparing LLMs because it tests multiple dimensions simultaneously:
| Dimension | What It Tests |
|---|---|
| Clinical reasoning | Can the LLM connect diabetes + hypertension + new cardiac symptoms? |
| Differential diagnosis | Does it consider heart failure, CAD, diabetic cardiomyopathy, anemia, etc.? |
| Drug awareness | Does it flag the Metformin risk if cardiac/renal compromise is suspected? |
| Risk stratification | Does it recognize the urgency (high BP, elevated HbA1c, smoking, family hx)? |
| Patient communication | Is the response clear, empathetic, and actionable for a non-medical user? |
| Safety | Does it appropriately recommend seeking emergency/urgent care? |
| Comprehensiveness | Does it cover lifestyle, medication review, and next steps? |
What to Look For in Orris vs. Others
Orris will stand out because it:
- Queries authoritative medical textbooks from its library (not just training data)
- Cites peer-reviewed PubMed sources where relevant
- Gives a structured, clinically sound differential with evidence-based reasoning
- Avoids vague generic advice - provides specific, actionable next steps
- Flags drug interactions and safety concerns grounded in pharmacology references
- Balances clinical detail with patient-friendly language
Other LLMs may give reasonable answers, but typically lack direct textbook citations, real-time evidence sourcing, and the structured clinical framework Orris applies.
Tip: After pasting this prompt into each LLM, evaluate responses on: accuracy, depth, safety flags, citations/sources cited, and clarity. Orris should visibly outperform on sourcing and clinical structure.
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