For no particular reason, I started getting \“Cannot start Microsoft Office Outlook. Cannot open the Outlook window.\” everytime I tried to open outlook.

A quick Google search revealed the fix.. runing the following:

Outlook.exe /resetnavpane

A detail of all the switches for the Outlook.exe:
http://www.outlook-tips.net/howto/commandlines.htm