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These results indicate that, while consensus screening was broadly applied, only specific combinations of reference ligands converged toward overlapping candidate sets, underscoring the importance of reference selection in ligand-based virtual screening and highlighting the complementarity of fingerprint-based similarity metrics for complex GPCR targets such as GLP-1R

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