{"id":"W4409417232","doi":"10.2215/cjn.0000000694","title":"Predicting Remission in Antiphospholipase A2 Receptor Antibody-Associated Membranous Nephropathy","year":2025,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Proteinuria; Rituximab; Internal medicine; Logistic regression; Clinical trial; Membranous nephropathy; Antibody; Gastroenterology; Urology; Immunology; 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":[0.004520369,0.000439463,0.0005932104,0.0005344287,0.0002266465,0.0005918327,0.000428851,0.000527543,0.0007938902],"category_scores_gemma":[0.008591592,0.0002565826,0.0009440482,0.0004377762,0.000200588,0.0003886859,0.0005365959,0.001037694,0.0001806792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004957542,"about_ca_system_score_gemma":0.0006559004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003807388,"about_ca_topic_score_gemma":0.003801938,"domain_scores_codex":[0.9983398,0.001116717,0.0001067495,0.0001772371,0.0001339851,0.0001254662],"domain_scores_gemma":[0.9946826,0.003290205,0.001241435,0.0001689533,0.0001969216,0.0004197826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002920493,0.000159408,0.9724455,0.00004591361,0.0002596672,0.00009470061,0.00005007854,0.007206144,0.0002678144,0.00007190783,0.0004278551,0.01605053],"study_design_scores_gemma":[0.0007154691,0.002044949,0.8228394,0.00009015541,0.0005375394,0.0006811469,0.0001544645,0.1698608,0.001109291,0.0009106888,0.001018645,0.00003733633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973868,0.0006917292,0.001305827,0.0001853792,0.00001430707,0.00001705358,0.0001811018,0.00001788679,0.0001999656],"genre_scores_gemma":[0.9989558,0.0001337035,0.0004730605,0.00002706726,0.0000149792,0.000008997788,0.0002969163,0.000001811525,0.000087548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004520369,"threshold_uncertainty_score":0.02390629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940208614289698,"score_gpt":0.3607480591925125,"score_spread":0.3413459730496155,"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."}}