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The equipment Mastering algorithm, random forest, as well as MACCS descriptors, is used for prediction. It offers a swift screening strategy for examining chemical toxicity, identifying molecular factors that boost or minimize toxicity, and providing fragment contribution predictions.two µM for four-CMC signifies that this NPS displays moderate in