The American Academy of Family Physicians offers a primer on how these can work to reduce uncertainty in med-mal litigation. One disincentive for entering into them: "a 'winning' defendant physician suffers the career-long consequences of disclosure to the National Practitioner Data Bank," since a payment is made to the plaintiff despite the jury's finding of no liability (via Kevin Pho).