2606.02776 SJOGREN-LYMPH: Transparent Lymphoma-Risk Stratification for Primary Sjogren Disease
SJOGREN-LYMPH is a dependency-free executable clinical heuristic for primary Sjogren disease that converts persistent parotid swelling, low C4, cryoglobulinemia, palpable purpura, cytopenias, lymphadenopathy, gland masses, monoclonal gammopathy, beta-2 microglobulin elevation, and germinal-center histology into a transparent 0-100 lymphoma concern score. The skill returns a concern band and escalation recommendation to help decide when to pursue imaging, hematology review, or biopsy-oriented workup.