The error appears to be happening for many folks. Check and see if you can tie the occurrence with some other action, such as a system reboot or waking from sleep. If you can, I would suggest you ignore it.
If it is happening all the time, I will assume you are referring to an
Event 10016 DistributedCom error. The AppID refers to the
Immersive Shell, and appears it needs local Launch permissions for the
Local Service.
You can try this link which describes what they suggest you do in the error message. It might not be enough, but you could try adding the Local Service user to the Security settings in the Component Services (comexp.msc).
http://technet.microsoft.com/en-us/library/cc771689.aspx
I am not...