{"accessLevel": "public", "bureauCode": ["020:00"], "contactPoint": {"fn": "Kristin Isaacs", "hasEmail": "mailto:isaacs.kristin@epa.gov"}, "describedBy": "https://pasteur.epa.gov/uploads/485/documents/read_me_metadata_Tox21preds.docx", "describedByType": "application/vnd.openxmlformats-officedocument.wordprocessingml.document", "description": "Random forest chemical function predictions for Tox21 chemicals in personal care products uses and \"other\" uses. \n\nThis dataset is associated with the following publication:\nIsaacs , K., M. Goldsmith, P. Egeghy , K. Phillips, R. Brooks, T. Hong, and J. Wambaugh. Characterization and prediction of chemical functions and weight fractions in consumer products.   Toxicology Reports. Elsevier B.V., Amsterdam,  NETHERLANDS, 3: 723-732, (2016).", "distribution": [{"downloadURL": "https://pasteur.epa.gov/uploads/485/ALLPCPPREDS_080516.csv", "mediaType": "application/vnd.ms-excel", "title": "ALLPCPPREDS_080516.csv"}, {"downloadURL": "https://pasteur.epa.gov/uploads/485/ALLOTHERPREDS_080516.csv", "mediaType": "application/vnd.ms-excel", "title": "ALLOTHERPREDS_080516.csv"}], "identifier": "A-mpgn-485", "keyword": ["chemical function", "Exposure modeling", "chemical prioritization", "consumer products", "cosmetics", "ExpoCast", "machine learning"], "license": "https://pasteur.epa.gov/license/sciencehub-license.html", "modified": "2016-08-05", "programCode": ["020:095"], "publisher": {"name": "U.S. EPA Office of Research and Development (ORD)", "subOrganizationOf": {"name": "U.S. Environmental Protection Agency", "subOrganizationOf": {"name": "U.S. Government"}}}, "references": ["https://doi.org/10.1016/j.toxrep.2016.08.011"], "rights": null, "title": "Chemical Function Predictions for Tox21 Chemicals"}