This is because get_event() calls get_events() with no parameters, which means include_scheduled defaults to False.
This filters out any events for which invites are set to send in the future (not 100% sure of behaviour with recurring events).
This is unexpected, but not sure if it can be considered a bug - maybe a documentation gap.