{"id":"W1572224393","doi":"10.5772/39039","title":"Update on IgM Nephropathy","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mesangium; Nephrotic syndrome; Focal segmental glomerulosclerosis; Minimal change disease; Glomerulus; Pathology; Nephropathy; Renal biopsy; Medicine; Nephrosis; Glomerulosclerosis; Disease; Etiology; Glomerulonephritis; Immunology; Biopsy; Proteinuria; Internal medicine; Kidney; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00158756,0.0009356501,0.001960773,0.003818604,0.0006253345,0.002031232,0.001780747,0.003093553,0.0174704],"category_scores_gemma":[0.00529794,0.0003526843,0.001025192,0.002577642,0.0007592128,0.003926677,0.001496353,0.004936348,0.007596121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400436,"about_ca_system_score_gemma":0.002360497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00260101,"about_ca_topic_score_gemma":0.00481554,"domain_scores_codex":[0.9992692,0.0001454556,0.000132628,0.000120738,0.000240549,0.00009153574],"domain_scores_gemma":[0.9964799,0.001181554,0.0002690136,0.00008084189,0.001455828,0.0005326953],"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":[0.0001801644,0.00005269157,0.0008604884,0.00520291,0.00009652686,0.0006233943,0.0001027406,0.0001502067,0.0004339596,0.003492091,0.4130971,0.5757077],"study_design_scores_gemma":[0.00001917852,0.00003557299,0.0004097401,0.003014369,0.00007808744,0.001767115,0.0000423258,0.0000385878,0.00007652103,0.00106034,0.9934455,0.00001278963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005676352,0.9464342,0.0007922105,0.02146939,0.0183449,0.00002952683,0.0003642412,0.0001562751,0.01184153],"genre_scores_gemma":[0.002911809,0.9382435,0.001270149,0.01896173,0.03096863,0.00004118336,0.000946939,0.00004987908,0.006606279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0174704,"threshold_uncertainty_score":0.05844426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058957181101519,"score_gpt":0.2595282303470553,"score_spread":0.2389386585360401,"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."}}