Standardizing Extracted Data Using Automated Application of Controlled Vocabularies.

"the py file "devtox_automationpilot_02_27_2020" is available in a github repository (see https://github com/niehs/devtoxautostandardization ) and is also included in supplemental materials (see supplemental material devtox_automationpilot_02_27_2020_python code).; the annotation python code is available as supplemental material (devtox_automationpilot_02_27_2020_python code) and on the national institute of environmental health sciences (niehs)'s public github in the devtoxautostandardization repository ( https://github com/niehs/devtoxautostandardization ). the py file "devtox_automationpilot_02_27_2020" is available in a github repository (see https://github com/niehs/devtoxautostandardization ) and is also included in supplemental materials (see supplemental material devtox_automationpilot_02_27_2020_python code).; the annotation python code is available as supplemental material (devtox_automationpilot_02_27_2020_python code) and on the national institute of environmental health sciences (niehs)'s public github in the devtoxautostandardization repository ( https://github com/niehs/devtoxautostandardization )."

"The authors declare they have no actual or potential financial conflicts of interest."

"This research was supported by the Intramural Research Program of the NIH, National Institute of Environmental Health Sciences (NIEHS), Intramural Research projects ES103386, ES103380 and ES013385, and NIEHS Contracts HHSN273201500010C (ILS) and GS00Q14OADU417, Order HHSN273201600015U (ICF)."