{"id":"W4382795026","doi":"10.3899/jrheum.2022-1200","title":"Efforts to Better Characterize “Antiphospholipid Antibody Nephropathy” for the 2023 ACR/EULAR Antiphospholipid Syndrome Classification Criteria: Renal Pathology Subcommittee Report","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Menzies Centre for Australian Studies, King's College London, University of London; Weill Cornell Medical College; National and Kapodistrian University of Athens; Universidade do Estado do Rio de Janeiro; Univerza v Ljubljani; Universiteit Gent; Brugmann Foundation; Université de Lorraine; University of Washington; King's College London; Universitair Ziekenhuis Gent; Institut National de la Santé et de la Recherche Médicale; Hospital for Special Surgery; Brigham and Women's Hospital","keywords":"Medicine; Antiphospholipid syndrome; Renal pathology; Thrombotic microangiopathy; Nephropathy; Internal medicine; Terminology; Pathology; Rheumatology; Renal biopsy; Intensive care medicine; Biopsy; Disease; Kidney; Diabetes mellitus; Thrombosis","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":[0.1594103,0.0008318091,0.001721093,0.008519886,0.001401764,0.002661407,0.002540222,0.001472716,0.004311776],"category_scores_gemma":[0.1721842,0.0004856465,0.005135166,0.007286977,0.0008516309,0.003153279,0.003914353,0.002166764,0.001072012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002992037,"about_ca_system_score_gemma":0.01602398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143547,"about_ca_topic_score_gemma":0.02189063,"domain_scores_codex":[0.8990445,0.05668262,0.02163588,0.003652664,0.01718939,0.001795075],"domain_scores_gemma":[0.756495,0.08923721,0.0574228,0.01285113,0.0809836,0.003010191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008738468,0.000369925,0.3547956,0.034282,0.00502655,0.0002414325,0.003165159,0.002082915,0.002954503,0.01580055,0.2001008,0.3803068],"study_design_scores_gemma":[0.000876872,0.0009167743,0.5118583,0.04408552,0.005788457,0.001043591,0.003967809,0.005890163,0.003532713,0.01328547,0.4084191,0.0003351354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2107556,0.1390329,0.2179721,0.1667668,0.01229476,0.07231039,0.08369644,0.001188429,0.09598266],"genre_scores_gemma":[0.512138,0.03173916,0.2440435,0.05364007,0.004479198,0.08282021,0.06541725,0.0003054408,0.005417241],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1594103,"threshold_uncertainty_score":0.8430524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03592070727578139,"score_gpt":0.3381213279199677,"score_spread":0.3022006206441863,"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."}}