The document analyzes search logs from healthcare professionals using an online medical reference source to explore the potential for using these logs as a data source for post-market drug safety surveillance. The researchers annotate search queries to identify drug and adverse event terms and perform statistical analysis to detect associations between drugs and events within search sessions. Their approach achieves good discrimination for a reference set of established adverse drug events but lower performance for a reference set of more recently identified events, warranting further investigation.