{"id":"W4212885759","doi":"10.1016/j.ekir.2022.02.002","title":"Comparison of Complement Pathway Activation in Autoimmune Glomerulonephritis","year":2022,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Jerome; McGill University; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Hôpital Maisonneuve-Rosemont; Hôpital du Sacré-Cœur de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Alternative complement pathway; Lupus nephritis; Complement system; Lectin pathway; Membranous nephropathy; Glomerulonephritis; Immunology; Autoantibody; Complement C1q; Nephropathy; Urinary system; Proteinuria; Systemic lupus erythematosus; Classical complement pathway; C3-convertase; Internal medicine; Endocrinology; Disease; Diabetes mellitus; Kidney; Antibody","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006769716,0.0002716258,0.0003183721,0.001363914,0.0002246512,0.0003947899,0.0001810968,0.0003509475,0.0009881854],"category_scores_gemma":[0.001080762,0.00009240483,0.0003264756,0.0007993242,0.0001835126,0.0002709042,0.0003222223,0.0002400748,0.000126951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003974163,"about_ca_system_score_gemma":0.0001929974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000982856,"about_ca_topic_score_gemma":0.001021035,"domain_scores_codex":[0.9995962,0.000116638,0.00005244368,0.00007394602,0.00008078147,0.00008002879],"domain_scores_gemma":[0.9992657,0.0002020359,0.000250945,0.0000251452,0.0001175484,0.000138481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001871509,0.00005305562,0.9811335,0.0000739735,0.0001839225,0.0002111362,0.00007451352,0.000211549,0.007529282,0.00003693196,0.00006387894,0.008556814],"study_design_scores_gemma":[0.00003076902,0.0007000004,0.9954783,0.00001150346,0.00008177381,0.001364139,0.00006369389,0.0003776192,0.001536015,0.00006557327,0.0002850289,0.000005502008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984236,0.001094122,0.0001023041,0.000009904226,0.000002388323,0.000004995265,0.00008669441,0.000004659635,0.0002713214],"genre_scores_gemma":[0.999577,0.0001115293,0.0001160599,0.000006076455,0.000003794282,0.000004114285,0.0001355915,8.841202e-7,0.00004487996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001363914,"threshold_uncertainty_score":0.003580213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670156965004778,"score_gpt":0.3180817930841648,"score_spread":0.2913802234341171,"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."}}