OMB Individually Reported
Prediction of transformative breakthroughs
Low riskExact public inventory row
Description
Slow and inefficient identification of topics likely to produce a scientific breakthrough
Detailed example
Prediction of discoveries that are likely to be transformative breakthroughs in science
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
b) Pilot – The use case has been deployed in a limited test or pilot capacity.
Expected benefit
Predicting discoveries that are likely to be transformative breakthroughs in science can improve data-driven decision making
Controls / human review
ATO: No; PIA: Not published
Data needed
PubMed database