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This is a methods development study with analytical validation and computational toxicity prediction, not a clinical trial or efficacy study; it establishes a detection technique but does not test safety or efficacy in humans.
An early-stage methodological study developing and stress-testing a novel optimal-transport explanation framework for clinical AI, with mixed results and a synthetic-to-real gap that limits immediate clinical utility.