Development and Validation of a Literature Screening Tool: Few-Shot Learning Approach in Systematic Reviews

Phongphat Wiwatthanasetthakarn   ¹ , BEng ;   Wanchana Ponthongmak   ¹ , PhD ;   Panu Looareesuwan   ¹ , PhD ;   Amarit Tansawet   ² , MD, PhD ;   Pawin Numthavaj   ¹ , MD, PhD ;   Gareth J McKay   ³ , PhD ;   John Attia   ⁴ , MD, PhD ;   Ammarin Thakkinstian   ¹ , PhD

¹ Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand

² Department of Research and Medical Innovation, Faculty of Medicine Vajira Hospital, Navamindradhiraj University, Bangkok, Thailand

³ Centre for Public Health, Queen’s University Belfast, Belfast, United Kingdom

⁴ Centre for Clinical Epidemiology and Biostatistics, School of Medicine and Public Health, University of Newcastle, New South Wales, Australia