Texas Licensed Physician

Key responsibilities: Evaluate clinical EHR vignettes and assess the quality of clinical reasoning in diagnosis and treatment tasks Score benchmark items for accuracy, completeness, and reasoning chain correctness, providing short rationales as needed Participate in independent blind reads and physician adjudication to ensure real clinical complexity is addressed

Required qualifications: Medical degree (MD or DO) with an active, unrestricted US medical license Board certification or completed residency training, with recent direct patient care experience preferred Broad diagnostic and treatment experience across multiple systems, including internal, family, or emergency medicine Strong clinical reasoning skills, including differential diagnosis and application of evidence-based guidelines Prior experience in medical AI evaluation or clinical content review is a plus