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Improving screening efficiency is one of the most challenging tasks of virtual screening (VS). In this work, we propose an effective target‐focused scoring criterion for VS and apply it to the screening of a specific target scaffold replacement library constructed by enumeration of suitable substitution fragments and R‐groups of known ligands. This criterion is based on both ligand‐ and structure‐based...