{"id":"W4410513011","doi":"10.3899/jrheum.2025-0390.pv260","title":"THE TAIWAN COLLEGE OF RHEUMATOLOGY CONSENSUS FOR THE MANAGEMENT OF SYSTEMIC LUPUS ERYTHEMATOSUS","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatology; Consensus conference; Internal medicine; Systemic lupus; Systemic disease; Dermatology; Intensive care medicine; Immunopathology; 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":[0.04632032,0.001170277,0.001343629,0.006344156,0.002678661,0.003404482,0.004741508,0.005502634,0.004854897],"category_scores_gemma":[0.07398625,0.0005820009,0.002802532,0.004128701,0.001931083,0.002487252,0.00500354,0.007111954,0.003105573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00762454,"about_ca_system_score_gemma":0.04775679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01477206,"about_ca_topic_score_gemma":0.01670982,"domain_scores_codex":[0.9600596,0.01589485,0.01219899,0.001322386,0.008336003,0.002188102],"domain_scores_gemma":[0.9274856,0.008951074,0.005951171,0.002255959,0.04821949,0.007136701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001785657,0.0001739637,0.006647938,0.008497836,0.0001958181,0.001259122,0.003266202,0.0011915,0.002394617,0.01252299,0.5825412,0.3811303],"study_design_scores_gemma":[0.0002765318,0.0002264101,0.01808026,0.02641202,0.0003642443,0.00342002,0.006284221,0.001988338,0.001957891,0.01249831,0.9282643,0.0002274814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02010391,0.1240427,0.07530082,0.6144269,0.07044492,0.007688411,0.004160446,0.0009544053,0.08287743],"genre_scores_gemma":[0.2995551,0.1311229,0.4075337,0.07134269,0.0128224,0.01595688,0.01735536,0.0006956229,0.0436153],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04632032,"threshold_uncertainty_score":0.2449682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907807247752815,"score_gpt":0.3022902102027605,"score_spread":0.2832121377252324,"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."}}