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Laurah Turner, PhD, Assistant Professor
Department of Medical Education
Award: American Medical Association Award
Project Title: Transforming Lifelong Learning Through Precision Education Grant Program
Project Period: 1/1/2026-12/31/2029
Summary: This project advances AI‑enabled, workplace‑based assessment by extending the proven 2‑Sigma platform—an AMA‑funded, UC‑developed system used in over 7,500 virtual patient encounters—into real clinical environments. By analyzing real clinician‑patient conversations captured via ambient audio (smart glasses and smartphones), the platform augments human feedback with continuous, personalized performance insights to transform clinical training.
Award: American Board of Internal Medicine Artificial Intelligence Award
Project Title: Using Artificial Intelligence to Explore Clinical Reasoning Behaviors
Project Period: 6/15/2025-6/14/2027
Summary: Assessing clinical reasoning is difficult due to limited direct observation, unclear standards, and bias‑prone methods. AI enables large‑scale analysis of simulated clinical encounters, offering precise insights into how learners make decisions. This approach supports earlier, more objective identification of gaps and targeted feedback to improve clinical reasoning.
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