Scheduling and managing events using Outlook.com calendar
Hi Damon,
The icon in question is for a New Appointment.
Are you able to delete the email/invite since it's been cancelled which might prevent that batch email backups having issues.
Unfortunately, there isn't a reliable way to prevent this from happening, and it's usually a rare mailbox inconsistency rather than something caused by user actions.