Background: The observation unit is frequently a destination for patients with yet undifferentiated conditions.  The goal of the observation stay is to complete a crucial diagnostic test or treatment trial that should help specify the diagnosis, but that is not always the case.  Understanding the frequency of diagnoses that remain unspecified after an observation visit [...]