urn:uuid:6bb31a8f-65f8-5301-9f17-16647361d1d5 SocioLens — RO-LD05-02: Does telling reviewers a case was picked by a risk model change what they decide? New versions of this research opportunity and changes to the claims it rests on. 2026-10-13T00:00:00Z SocioLens urn:uuid:a370c274-833f-5150-987e-3a9b80225438 Research opportunity revised to v2: RO-LD05-02 — Does telling reviewers a case was picked by a risk model change what they decide? 2026-10-13T00:00:00Z Literature check added: a second, deeper search for existing work, with its queries, new nearest work and limits. The question and verdict stand. urn:uuid:124d1317-4231-557c-9cb5-c11ad6b75bd5 New research opportunity: RO-LD05-02 — Does telling reviewers a case was picked by a risk model change what they decide? 2026-10-12T00:00:00Z When public officials review a case selected for extra scrutiny, does knowing that a risk model selected it, or seeing its risk score, change how often they decline the claim, how hard they look, and whether they catch errors planted upstream in the case file, and do these effects differ by the claimant's nationality?