Aim: Compare how different researchers performed in screening for informative evidence about medical education. Method: Six researchers with three different levels of involvement in a systematic literature review screened articles by title and (where available) abstract, and then by reading articles they had selected in full text. The reference standard was a consensus decision to include or exclude the article in the final analysis, whose results are published elsewhere. Results: The single screener most involved in the literature search, who was also the most junior member of the topic review group, achieved a sensitivity approaching 100% and a specificity of 98-100% for informative articles. She far outperformed the other researchers, al...