{"id":"W4409752830","doi":"10.1159/000546050","title":"Paraneoplastic Glomerulopathies: Mechanistic and Pathogenic Insights","year":2025,"lang":"en","type":"review","venue":"American Journal of Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Malignancy; Glomerulopathy; Proteinuria; Pathology; Membranous nephropathy; Pathophysiology; Glomerulonephritis; Kidney; Antigen; Immunology; Immune system; Internal medicine","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":[0.0005373117,0.0007816002,0.0009594027,0.001568576,0.0003110702,0.00108774,0.0007230706,0.0009711753,0.002866348],"category_scores_gemma":[0.0008102846,0.0001696088,0.0005064959,0.001320656,0.000546446,0.001269897,0.0006406246,0.001830794,0.0009074796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006480499,"about_ca_system_score_gemma":0.001519786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008803722,"about_ca_topic_score_gemma":0.001609469,"domain_scores_codex":[0.9998722,0.0000266578,0.00001859258,0.00002224014,0.0000429576,0.00001733171],"domain_scores_gemma":[0.9996619,0.0001466191,0.00005043815,0.000008694,0.00009920507,0.00003324018],"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":[0.0001103684,0.00008359822,0.000539926,0.02854723,0.0001570104,0.0006396645,0.0001090702,0.0005050362,0.001406393,0.007225911,0.04594773,0.914728],"study_design_scores_gemma":[0.00002031014,0.00009505986,0.001262586,0.01015465,0.0001960028,0.004283495,0.0001268125,0.000142301,0.0003436232,0.005645608,0.9777071,0.00002235548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008882639,0.998626,0.00006177118,0.000475258,0.0001964595,0.000002117501,0.000009007367,0.000004258124,0.0005363527],"genre_scores_gemma":[0.0006364056,0.9987206,0.00008753015,0.0002028158,0.0001520884,0.000002358012,0.00001284432,4.677409e-7,0.0001848953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002866348,"threshold_uncertainty_score":0.009588897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258360378830607,"score_gpt":0.2996939575799956,"score_spread":0.2871103537916895,"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."}}