You can do this by launching from an .rdp file:
* Create the Desktop bookmark in the app
* Export the Desktop as an .rdp file to e.g. your Mac Desktop
* Double-click to start the app and connect to the Desktop.
AFAIK, there's no way to configure the app to launch a desktop at start.