{"id":"W2419559696","doi":"10.1159/000184518","title":"IgA Nephropathy","year":2008,"lang":"en","type":"article","venue":"The Nephron journals/Nephron journals","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shaughnessy Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Proteinuria; Nephropathy; Gastroenterology; Glomerulosclerosis; Internal medicine; Creatinine; Microscopic hematuria; Urology; Glomerulonephritis; Pathology; Kidney; Endocrinology; Diabetes mellitus","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":[0.0008250614,0.0006853407,0.001062833,0.001447561,0.001260572,0.00210576,0.0009484008,0.001071789,0.03589465],"category_scores_gemma":[0.001720084,0.0001729331,0.0008360465,0.001499504,0.0004934637,0.0006995005,0.001530625,0.001200225,0.01530504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009833261,"about_ca_system_score_gemma":0.001492025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002671636,"about_ca_topic_score_gemma":0.002141996,"domain_scores_codex":[0.9990385,0.0001915659,0.0000863251,0.0001788622,0.0002793486,0.0002253741],"domain_scores_gemma":[0.999329,0.00006825093,0.0001191074,0.00007719585,0.0002180544,0.0001885082],"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":[0.0007758378,0.0004258102,0.03705503,0.003660525,0.0005200113,0.004983658,0.0003797459,0.0002979787,0.005660971,0.02232113,0.2767514,0.647168],"study_design_scores_gemma":[0.00008635131,0.000187312,0.01490589,0.001203879,0.0002083899,0.01232641,0.0001477954,0.0001644808,0.0009456466,0.006759805,0.9630376,0.00002660344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05546608,0.2416667,0.0101721,0.01141778,0.006887875,0.0008054927,0.01052836,0.001961402,0.6610942],"genre_scores_gemma":[0.5087777,0.1226171,0.01250449,0.02218104,0.004901764,0.0006699115,0.0209701,0.0003316163,0.3070463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03589465,"threshold_uncertainty_score":0.1200796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03803805348878662,"score_gpt":0.3008896165078218,"score_spread":0.2628515630190352,"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."}}