This white paper explores best practices for measuring toxicology test material accuracy in scientific data mining and highlights the importance of reliable toxicology data for regulatory compliance, risk assessment, and research quality. Accurately identifying chemicals and verifying test materials can be challenging because it often requires specialized expertise beyond what standard public and commercial databases provide. The paper outlines methodologies for confirming chemical identity, evaluating source data, and assessing the reliability and relevance of toxicological information. It emphasizes the need for rigorous data validation processes to ensure that scientific findings are based on accurate test materials and interpretations. By applying structured approaches to toxicology da

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