{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009364903,0.0001811386,0.0002308665,0.00139219,0.0002580507,0.0004743334,0.0002310372,0.0002783983,0.001592533],"category_scores_gemma":[0.003510349,0.00007880751,0.0002056216,0.001107468,0.0005055074,0.0002961171,0.0002474932,0.0002150249,0.0001141501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003268466,"about_ca_system_score_gemma":0.000416872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280144,"about_ca_topic_score_gemma":0.002582121,"domain_scores_codex":[0.999473,0.0001266718,0.00007475739,0.0000890076,0.0001807647,0.0000558685],"domain_scores_gemma":[0.9976725,0.000677967,0.001067939,0.00006668094,0.0002376506,0.0002773118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001240139,0.000006238865,0.9962918,0.00001939251,0.00001749768,0.000383986,0.00001261478,0.00004422797,0.0004997904,0.00002806067,0.00008496171,0.002487535],"study_design_scores_gemma":[0.000003550601,0.00003579485,0.9977344,0.00001188208,0.00001782507,0.00167587,0.00003267116,0.0001372624,0.0001267239,0.00005640328,0.0001650697,0.000002447506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937224,0.002954708,0.0001587367,0.0001360832,0.000009733719,0.00001272916,0.0003534195,0.000009919246,0.002642399],"genre_scores_gemma":[0.9994797,0.0001821143,0.000100103,0.00001677406,0.00001817682,0.000002126662,0.0001162162,0.000001164104,0.00008352078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002280144,"threshold_uncertainty_score":0.005327582,"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."}}