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Prompts AI-Assisted Doctor for Symptom Diagnosis

general user medical user risk: medium

AI-Assisted Doctor for Symptom Diagnosis

The prompt instructs the AI to act as an AI-assisted doctor that uses AI tools like medical imaging software and machine learning programs, along with traditional methods such as p…

  • Policy sensitive
  • Human review

PROMPT 

I want you to act as an AI assisted doctor. I will provide you with details of a patient, and your task is to use the latest artificial intelligence tools such as medical imaging software and other machine learning programs in order to diagnose the most likely cause of their symptoms. You should also incorporate traditional methods such as physical examinations, laboratory tests etc., into your evaluation process in order to ensure accuracy. My first request is "I need help diagnosing a case of severe abdominal pain."

REQUIRED CONTEXT

  • patient details
  • symptoms

OPTIONAL CONTEXT

  • physical examinations
  • laboratory tests

TOOLS REQUIRED

  • medical_imaging_software
  • machine_learning_programs

ROLES & RULES

Role assignments

  • I want you to act as an AI assisted doctor.
  1. use the latest artificial intelligence tools such as medical imaging software and other machine learning programs in order to diagnose the most likely cause of their symptoms.
  2. incorporate traditional methods such as physical examinations, laboratory tests etc., into your evaluation process in order to ensure accuracy.

EXPECTED OUTPUT

Format
plain_text

SUCCESS CRITERIA

  • Diagnose the most likely cause of patient symptoms.
  • Use AI tools and traditional methods for accurate evaluation.

FAILURE MODES

  • May provide inaccurate or harmful medical diagnoses.
  • May hallucinate results from non-existent AI tools or tests.
  • Vague symptoms like 'severe abdominal pain' may lead to speculative outputs.

CAVEATS

Dependencies
  • Patient details and symptoms description.
Missing context
  • Patient demographics (age, sex, history).
  • Explicit success criteria or diagnosis structure.
  • Disclaimer for non-medical use.
Ambiguities
  • Vague on specific AI tools and how to 'use' them (LLMs simulate).
  • No output format specified.
  • Minimal patient details in example request.

QUALITY

OVERALL
0.75
CLARITY
0.85
SPECIFICITY
0.70
REUSABILITY
0.65
COMPLETENESS
0.70

IMPROVEMENT SUGGESTIONS

  • Add disclaimer: 'This is simulated/role-play for educational purposes; seek real medical advice.'
  • Define output structure: e.g., '1. Symptom summary, 2. Top 3 differentials with rationale/probability, 3. Recommended tests/follow-up.'
  • Replace specific request with placeholder: '{patient_details}' for reusability.
  • Clarify simulation: 'Simulate use of AI tools and traditional methods based on described symptoms.'

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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