Preprint Open access
From Retrieval to Reasoning: Agentic Mechanism Prediction from Cell Painting Profiles
Cell Painting is a high-content morphological profiling assay widely used for phenotype-based biological inference, with mechanism of action (MOA) prediction as a central application. Existing approaches largely formulate Cell Painting-based inference as representation matching, assigning predictions from nearby refere …