NNLM trainer Margot Malachowski demonstrated how PubMed's Automatic Term Mapping (ATM) translates untagged search terms against subject (MeSH/UMLS), journal, and author tables in order and why that order affects results — with live examples (indigestion, backache, journal titles) and guidance on when ATM can mislead.