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Chemical Function Predictions for Tox21 Chemicals
Random forest chemical function predictions for Tox21 chemicals in personal care products uses and "other" uses.
This dataset is associated with the following publication:
Isaacs , 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).
Resources
2 resources available
-
ALLOTHERPREDS_080516.csv
APPLICATION/VND.MS-EXCEL -
ALLPCPPREDS_080516.csv
APPLICATION/VND.MS-EXCEL
Complete Metadata
| 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. This dataset is associated with the following publication: Isaacs , 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 |
[
{
"title": "ALLOTHERPREDS_080516.csv",
"mediaType": "application/vnd.ms-excel",
"downloadURL": "https://pasteur.epa.gov/uploads/485/ALLOTHERPREDS_080516.csv"
},
{
"title": "ALLPCPPREDS_080516.csv",
"mediaType": "application/vnd.ms-excel",
"downloadURL": "https://pasteur.epa.gov/uploads/485/ALLPCPPREDS_080516.csv"
}
]
|
| identifier | A-mpgn-485 |
| keyword |
[
"ExpoCast",
"Exposure modeling",
"chemical function",
"chemical prioritization",
"consumer products",
"cosmetics",
"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 |
