Attention-Based Models for Classifying Small Data Sets Using Community-Engaged Research Protocols: Classification System Development and Validation Pilot Study

Brian J Ferrell   ^{1 *} , MDA ;   Sarah E Raskin   ^{2 *} , MPH, PhD ;   Emily B Zimmerman   ^{3 *} , MS, MPH, PhD ;   David H Timberline   ^{1 *} , MA ;   Bridget T McInnes   ^{4 *} , PhD ;   Alex H Krist   ^{5 *} , MPH, MD

¹ Center for Community Engagement and Impact, Virginia Commonwealth University, Richmond, VA, United States

² L Douglas Wilder School of Government and Public Affairs, Virginia Commonwealth University, Richmond, VA, United States

³ Center on Society and Health, Virginia Commonwealth University, Richmond, VA, United States

⁴ Computer Science Department, Virginia Commonwealth University, Richmond, VA, United States

⁵ Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA, United States

*all authors contributed equally