{"id":"W2965565685","doi":"10.1002/art.40930","title":"2019 European League Against Rheumatism/American College of Rheumatology Classification Criteria for Systemic Lupus Erythematosus","year":2019,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":2515,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary; University of Toronto; University Health Network; Mount Sinai Hospital; Toronto Western Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health; European League Against Rheumatism; Academy of Medical Sciences; Medical Research Council; Intramural Research Program; National Institute for Health and Care Research","keywords":"Rheumatism; Rheumatology; League; Medicine; Internal medicine; Dermatology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0103708,0.001068573,0.001664679,0.006899786,0.0005776387,0.001364118,0.001436872,0.001396049,0.008751914],"category_scores_gemma":[0.01883576,0.0002612361,0.001657857,0.003674018,0.0005483759,0.0009560079,0.001674879,0.001542801,0.004077588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445501,"about_ca_system_score_gemma":0.006036085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007053064,"about_ca_topic_score_gemma":0.009987194,"domain_scores_codex":[0.9904829,0.00294377,0.002561395,0.0004301486,0.003014654,0.0005671206],"domain_scores_gemma":[0.9788572,0.002923246,0.006277286,0.000642011,0.01025568,0.001044672],"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":[0.001915189,0.0002277414,0.113908,0.007086813,0.0009803105,0.0008521448,0.0002784438,0.001213752,0.002155712,0.00803727,0.5223676,0.3409772],"study_design_scores_gemma":[0.002628951,0.0008401181,0.3250814,0.01553139,0.001911013,0.006238399,0.0005487569,0.004548658,0.001057633,0.00978361,0.6316482,0.0001818814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.09424686,0.3290561,0.08940522,0.1213417,0.02856128,0.01576097,0.1106047,0.001283434,0.2097398],"genre_scores_gemma":[0.3902422,0.07550292,0.22338,0.02909672,0.009577223,0.02288686,0.2050646,0.0005137783,0.04373564],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0103708,"threshold_uncertainty_score":0.0548467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079856563474469,"score_gpt":0.2905375066761464,"score_spread":0.2697389410414017,"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."}}