1. A computer-implemented method for determining amounts for use in settling insurance claims, comprising: automatically identifying on an insurance claims processing system one or more closed claims that match an open claim based on one or more characteristics of the open claim; automatically determining on the insurance claims processing system a likelihood value associated with at least one of the matching closed claims; and determining an amount for the open claim based at least in part on the likelihood value for at least one of the matching closed claims.