{"id":"W4409059170","doi":"10.34067/kid.0000000787","title":"Clinical Significance of Immune Deposits and Complement System Activation in FSGS","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Hôpital du Sacré-Cœur de Montréal; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Focal segmental glomerulosclerosis; Kidney disease; Proteinuria; Glomerulopathy; Pathology; Glomerulosclerosis; Creatinine; Internal medicine; Cohort; Gastroenterology; Urology; Kidney","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002059525,0.00006049442,0.0002553304,0.00007602776,0.0000193449,0.000005085193,0.00003045851,0.00003764487,0.000006530403],"category_scores_gemma":[0.0001341293,0.00005037375,0.00005189831,0.0001568366,0.00004536307,0.00002684219,0.0000277531,0.00007475549,0.000001687506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003400323,"about_ca_system_score_gemma":0.00009122265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001326092,"about_ca_topic_score_gemma":0.000007050838,"domain_scores_codex":[0.999222,0.00004794034,0.000407487,0.0001339156,0.000102195,0.00008645395],"domain_scores_gemma":[0.9995955,0.00007692846,0.00007726948,0.0001349083,0.00004872037,0.00006670785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008131849,0.0004584551,0.9102724,0.004367782,0.0001389965,0.00002162167,0.0001989641,0.000004669329,0.04173518,0.009898007,0.001899628,0.0301911],"study_design_scores_gemma":[0.001383429,0.0001207675,0.9886078,0.001593134,0.0000515044,0.000001474574,0.0003406095,0.000232703,0.006556892,0.00005551182,0.001011064,0.00004516225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941909,0.0009166138,0.0004042257,0.0009702337,0.00009626735,0.0003722889,0.000008009112,0.00001709259,0.003024314],"genre_scores_gemma":[0.999235,0.0001013845,0.000222832,0.0002020229,0.00002330665,0.00001657981,0.00001392186,0.000003625272,0.0001812807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07833533,"threshold_uncertainty_score":0.2054182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926356006722093,"score_gpt":0.3281146276945909,"score_spread":0.30885106762737,"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."}}