My BIL had a family gathering and days later found out that his daughter and
her hubby had C19 (confirmed after a test). He and his family self-quarantined for 14 days. Nobody in his family got C19, even though they spend 2-3 hours together.
Not saying it isn't contagious, just that it doesn't automatically spread and kill.