I left my debit card at an atm. Does it retain my card after a certain amount of time?

Yep, it will eat it. If it's not your bank, then my experience is that it will be difficult to retrieve from the "Other bank".

Yes, it goes in the retain bin in the machine and you have 24 hours to claim it, your bank or not. Otherwise, order a new one.