{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:gyfts-q141436747-answer-c78e89ffc74a146d2d94","key":"buyer_question:gyfts-q141436747-answer-c78e89ffc74a146d2d94","kind":"buyer_question","slug":"gyfts-q141436747-answer-c78e89ffc74a146d2d94","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/gyfts-q141436747-answer-c78e89ffc74a146d2d94","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/gyfts-q141436747-answer-c78e89ffc74a146d2d94.json","datePublished":"2026-10-26","dateModified":"2026-10-26","materialFingerprint":"fnv1a64:f8faaca9ab2038a0","membershipFingerprint":"fnv1a64:cc1fa8a327e16dfc","relatedEntitySlugs":["gyfts-q141436747"],"relatedSurfaceKeys":["buyer_question:gyfts-q141436747-answer-48a1628eec091e458ace","buyer_question:gyfts-q141436747-answer-52bb068416c506e682af","buyer_question:gyfts-q141436747-answer-82f917b56dbab4239da9","evidence:gyfts-q141436747"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"gyfts-q141436747-content-1ee309777c2cd66f-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q141436747","sourceRevisionId":"Q141436747:content:2a40fa016de7aeb8","sourceContentHash":"fnv1a64:b0670d8bba105c31","recordRevisionId":"Q141436747:content:2a40fa016de7aeb8","recordContentHash":"fnv1a64:fa14f81122d850ef","sourceCanonicalUrl":"https://www.gyfts.io/","sourceModifiedAt":"2026-10-26T11:51:38.974Z","observedOn":"2026-10-26","permission":{"basis":"public_information","evidenceUrl":"https://www.gyfts.io/"},"attributionUrl":"https://www.gyfts.io/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"Who assigns evidence ratings on Gyfts?","summary":"Cited source answers across 1 active corpus record.","question":"Who assigns evidence ratings on Gyfts?","answers":[{"entitySlug":"gyfts-q141436747","entityName":"Gyfts","answer":"“Our in-house editorial team assigns initial ratings based on systematic review of published literature. Ratings are then reviewed by qualified independent practitioners and, where possible, by researchers with relevant expertise. All content is flagged with a reviewer name and date.”","sourceUrls":["https://www.gyfts.io/about/evidence"]}]}