Original ResearchPublished 6 October 2026R-GCRED: a retrieval-grounded and calibrated risk estimation for depression prediction and screening recommendation frameworkFiras Saidi · Marwa AlmullaFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1931579