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The equipment Mastering algorithm, random forest, coupled with MACCS descriptors, is employed for prediction. It offers a swift screening method for evaluating chemical toxicity, identifying molecular elements that raise or reduce toxicity, and furnishing fragment contribution predictions.two µM for four-CMC signifies this NPS displays average inh