Avillach et al. [2013] did not use a machine-learning method because they focused
exclusively on the structured metadata from MEDLINE. First, the drugs and events
are mapped to MeSH terms. Then, a query using these terms is executed and a list
of matching documents is returned. A threshold number of publications is defined to
inform the presence of the drug–event association in the literature.