Healthcare Experts: Share Your Insights

Welcome! 👋

We are conducting a research study with healthcare professionals and experienced practitioners. The goal is to collect real-world health scenarios that will help train AI models to handle complex medical advisory situations.tagp

The research objective is to help AI understand real health situations, including clinical constraints, drug interactions, and the hidden details that change a patient's outcome entirely.

🔧 Tool use is required — This survey exclusively accepts scenarios where a helpful AI assistant would actively use tools. Submissions describing purely conversational scenarios (no tools) will be rejected.

👤 Who can participate

• Licensed physicians, nurses, pharmacists, or other licensed

practitioners

• Medical students (enrolled or recently graduated)

• Allied health professionals (physiotherapists, dietitians, radiographers, etc.)

• Healthcare administrators with direct clinical context

• Other health professionals with active patient-facing experience

✅ Validation Process

Automatically rejected: Generic responses, use of AI, inconsistent clinical context, made-up cases without real medical knowledge.

The use of AI is not permitted. Generic or superficial responses will be rejected. Your story must reflect real healthcare expertise and knowledge of how clinical decisions are actually made.

Required for success: tool use in your submission's case resolution (medical records, lab results, imaging reports, prescription software, clinical decision tools, etc.) that corroborate the scenario described. Submissions accompanied by real evidence are significantly more likely to be approved.

Approval criteria: Coherent fields and story, real clinical detail, at least 3 concrete health constraints (medications, allergies, comorbidities, lifestyle factors), and a clear hidden fact that changes the diagnosis or treatment plan.

⏱️ Expected time: ~40 minutes per submission.

Remember: The use of AI is not permitted.

• You will be engaged as an independent contractor.
• This is a fully remote opportunity that can be completed on your own schedule.
• Opportunities can be extended, shortened, or concluded early depending on needs and performance.
• Your participation will not involve access to confidential or proprietary information from any employer, client, or institution.
• Payments are processed weekly based on services rendered.
• We are unable to support H1-B or STEM OPT candidates at this time.