Yes you can set the selection before opening the screen. You do this in a microflow with a Change Object Activity, in this activity you set the association between the two objects before opening the screen.
You could go through the Learning path "Become a Rapid Developer" (for free) on Academy.Mendix.com, where this topic is specifically discussed.
Good luck!
The mentioned link is not working. Could anyone help me resolve the same issue?