{"id":"W4410795005","doi":"10.1681/asn.0000000769","title":"Questions and Caveats in Antigen-Defined Membranous Nephropathy","year":2025,"lang":"en","type":"review","venue":"Journal of the American Society of Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Membranous nephropathy; Antigen; Immunology; Medicine; Lupus nephritis; Glomerulonephritis; Pathology; Biology; Disease; Kidney; 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":[0.0112905,0.0006589272,0.002492089,0.002455876,0.0008120238,0.002767283,0.00219484,0.003947797,0.002410427],"category_scores_gemma":[0.0178246,0.0004616521,0.00110679,0.002941338,0.005797066,0.007723772,0.002296936,0.008847246,0.00101026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002027778,"about_ca_system_score_gemma":0.004707157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002330779,"about_ca_topic_score_gemma":0.003321951,"domain_scores_codex":[0.9956396,0.00164408,0.0009573487,0.0005021708,0.001103279,0.0001534855],"domain_scores_gemma":[0.9770377,0.01939064,0.000962062,0.0003908152,0.00190212,0.0003167214],"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":[0.0001400605,0.00005416192,0.0006588206,0.04902365,0.0003380162,0.001152955,0.001016716,0.0006312483,0.0006442305,0.0749046,0.1445569,0.7268786],"study_design_scores_gemma":[0.00001927916,0.00004411209,0.0005606464,0.01845078,0.0001025032,0.003315802,0.0004114031,0.00008380407,0.0001340312,0.03018355,0.9466579,0.0000361243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005834413,0.9867461,0.0001828665,0.01026704,0.002164953,0.000003151795,0.00001148325,0.000005894132,0.0005600849],"genre_scores_gemma":[0.001888236,0.9768388,0.0005915084,0.01384543,0.00634789,0.00001484726,0.00002537892,0.000007791301,0.0004400511],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0112905,"threshold_uncertainty_score":0.05971056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948151430628526,"score_gpt":0.3253518839799682,"score_spread":0.305870369673683,"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."}}