Early identification of adverse drug reactions from search log data.

•Study use of search logs for the early detection of known adverse drug reactions (ADRs).•Employ a time-indexed reference standard as ground truth in our prospective analysis.•Propose novel methods to control for the advance availability of information online.•Show that logs can detect new ADRs, the central challenge in pharmacovigilance.