{"id":"W4410632835","doi":"10.1016/s2665-9913(25)00063-3","title":"ERN ReCONNET–SLICC–SLEuro expert consensus on the therapeutic management of rare systemic lupus erythematosus manifestations","year":2025,"lang":"en","type":"review","venue":"The Lancet Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Krembil Foundation; Dalhousie University; Toronto Western Hospital; University of Calgary; McGill University Health Centre","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Allergy and Infectious Diseases; European Commission","keywords":"Medicine; Systemic lupus; Intensive care medicine; Systemic lupus erythematosus; Systemic therapy; Dermatology; Pathology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001671141,0.0007773445,0.004619945,0.0004174092,0.0002641635,0.00003975013,0.001545935,0.0004769235,0.0002026185],"category_scores_gemma":[0.0003780179,0.0003909822,0.000725376,0.0007798063,0.0005379175,0.00001672873,0.0003673046,0.001078676,0.0004598098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002933097,"about_ca_system_score_gemma":0.0005937248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005254062,"about_ca_topic_score_gemma":0.00001157739,"domain_scores_codex":[0.9936684,0.002115176,0.001813047,0.0007922244,0.0006960953,0.0009150244],"domain_scores_gemma":[0.987929,0.007403425,0.001059606,0.003267152,0.0002288063,0.0001119746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006337984,0.0003695343,0.00136889,0.4770198,0.009066737,0.001364077,0.003141328,0.000002964161,0.000002477017,0.1978316,0.1303704,0.1788284],"study_design_scores_gemma":[0.002379438,0.000178015,0.00000460009,0.223454,0.001638658,0.3290036,0.004528694,0.00003462159,0.000003105254,0.0009522862,0.4373325,0.0004904254],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001148944,0.9737886,0.00003800237,0.003567558,0.001450381,0.005547618,0.00009692231,0.0001753513,0.01418667],"genre_scores_gemma":[0.002056959,0.9890687,0.00008884179,0.000339407,0.0001016859,0.001596277,0.00007094321,0.0001261417,0.006551086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3276395,"threshold_uncertainty_score":0.9998542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020290849604924,"score_gpt":0.3744690312559447,"score_spread":0.2724399462954524,"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."}}