{"id":"W4410513109","doi":"10.3899/jrheum.2025-0390.pv142","title":"HAEMOPHAGOCYTIC LYMPHOHISTIOCYTOSIS (HLH)/MACROPHAGE ACTIVATION SYNDROME (MAS) IN SYSTEMIC LUPUS ERYTHEMATOSUS - PREVALENCE, DRIVERS, TREATMENT AND PROGNOSIS OF A SINGLE-CENTER MULTIDISCIPLINARY HLH/MAS TEAM","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Macrophage activation syndrome; Medicine; Single Center; Hemophagocytic lymphohistiocytosis; Immunology; Immune dysregulation; Hemophagocytosis; Internal medicine; Immune system; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000515851,0.0001608222,0.0002141402,0.0006464352,0.001035393,0.0008117279,0.0003282104,0.0003023669,0.002932146],"category_scores_gemma":[0.0016888,0.0001918241,0.0002277423,0.0005779761,0.0003580724,0.0005664228,0.001046523,0.0004313816,0.0004324024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006500831,"about_ca_system_score_gemma":0.001012311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002210131,"about_ca_topic_score_gemma":0.003609789,"domain_scores_codex":[0.9993359,0.0001272204,0.0001000717,0.0001250603,0.0001047526,0.0002069951],"domain_scores_gemma":[0.9980885,0.0001494737,0.0007417173,0.00004084592,0.0001263056,0.0008530335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003071796,0.0000569205,0.9904975,0.00003310911,0.00001115159,0.002369374,0.0005414411,0.00003115169,0.0005715772,0.00003953702,0.0005207991,0.005296596],"study_design_scores_gemma":[0.00001040311,0.0002822948,0.9729601,0.0001197984,0.00001994775,0.02029416,0.004681624,0.0002162678,0.000271063,0.00005147834,0.001082294,0.00001050596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998111,0.0005331773,0.0001086025,0.0002233191,0.00001928706,0.00001973782,0.0000925749,0.00001145049,0.000880844],"genre_scores_gemma":[0.9989587,0.0004172983,0.0001415045,0.0001063268,0.0000431835,0.00001110241,0.0001142546,0.000003508465,0.0002039707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002932146,"threshold_uncertainty_score":0.009808958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652018148108953,"score_gpt":0.2773160445553638,"score_spread":0.2607958630742743,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}