Family Medicine Clinical Expert - AI Evaluation

Gramian Consulting Group
•Remote

About The Position

Gramian Consultancy is seeking Family Medicine Physicians to support the training and evaluation of next-generation AI systems using their primary care expertise. The role involves reviewing medical records, assessing AI-generated clinical content for accuracy and safety, and applying evidence-based medical judgment across preventive, acute, and chronic care. This position offers an opportunity to improve AI performance in real-world healthcare scenarios. Prior AI experience is not required.

Requirements

  • Active MD degree.
  • Based in the United States and appropriately licensed to practice medicine in the U.S.
  • Hands-on clinical experience in family medicine or primary care settings.
  • Broad knowledge of common acute and chronic conditions, preventive care, and patient management across different age groups.
  • Strong understanding of evidence-based clinical guidelines and standards of care.
  • Excellent written and verbal communication skills.
  • Strong attention to detail and the ability to assess clinical information critically and consistently.

Responsibilities

  • Review inpatient clinical documentation, including histories and physicals (H&Ps), progress notes, and discharge summaries.
  • Assess documentation for clinical accuracy, completeness, and alignment with the patient encounter.
  • Adjudicate ambiguous, conflicting, or inconsistent clinical information using sound medical judgment.
  • Identify and categorize clinically significant errors, omissions, and discrepancies by severity.
  • Apply structured review rubrics and quality criteria consistently across cases.
  • Provide concise, well-reasoned written explanations supporting review decisions.
  • Contribute to the improvement of documentation review guidelines and quality standards.
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