NIH abstract trends FY2000-2025
Minority
Gender
Explicit DEI terms
Masked classifier
Test an abstract for DEI wording and themes
Explicit term matching
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Masked classifier
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Classifier evidence
Blue shading shows masked-classifier importance; solid blue marks explicit terms removed before scoring. Gray outlines mark the strongest sentences.The classifier measures similarity to themes associated with declining DEI terms; it does not determine grant eligibility or intent.