OMB Individually Reported
AMD-Platform Data Harmonization
Low riskExact public inventory row
Description
Current Metadata may not match existing values, decreasing metadata quality. The harmonization of submitted deviant metadata to best match our current values to ensure accurate metadata is the goal, with an example being Mtb is converted to Mycobacterium tuberculosis.
Detailed example
Updated dataset with standardized Metadata with improved data quality.
AI / analytics pattern
Natural Language Processing: AI that processes, interprets, and shares information in human language.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Standardize datasets for analysis, increased quality of metadata and reduced processing time. Developed to reduce time for staff implementing Metadata submissions.
Controls / human review
ATO: Not reported; PIA: Not published