OMB Individually Reported
Lineage Assignment by Extended Learning (LABEL)
Low riskExact public inventory row
Description
Identifying, classifying, and annotating influenza sequences.
Detailed example
Sequence identifiers and clade annotations, intermediate data used in classification.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
Reliable and accurate clade assignment helps with downstream surveillance reporting and modeling. Accuracy is generally >98% and saves time through automation.
Controls / human review
ATO: Yes; PIA: Not published