{"id":"W2061956069","doi":"10.1038/ki.2012.382","title":"Membranous glomerulonephritis is a manifestation of IgG4-related disease","year":2012,"lang":"en","type":"article","venue":"Kidney International","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Proteinuria; Glomerulonephritis; Nephritis; Gastroenterology; Creatinine; Internal medicine; IgG4-related disease; Renal biopsy; Biopsy; Pathology; Disease; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009804546,0.000130775,0.0001663843,0.0001735509,0.00003988384,0.00001160242,0.00009644354,0.00007566516,0.005169951],"category_scores_gemma":[0.0003318797,0.0001252825,0.0001539951,0.0001201048,0.00007036615,0.0003326111,0.00003056464,0.0001154291,0.0003585149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007101407,"about_ca_system_score_gemma":0.0001942027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002569654,"about_ca_topic_score_gemma":2.26685e-7,"domain_scores_codex":[0.9987777,0.00002477261,0.0003759135,0.0001530487,0.0004576102,0.0002108854],"domain_scores_gemma":[0.9988414,0.00002653066,0.0001394749,0.0001756144,0.0001977694,0.0006192203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001944927,0.003459733,0.5966599,0.0009919173,0.002246006,0.0003207873,0.004028294,0.0000227838,0.02675413,0.0504338,0.3017879,0.01134988],"study_design_scores_gemma":[0.006274312,0.0001464757,0.8071283,0.0009525003,0.0007168573,0.0002303391,0.0002010033,0.001898525,0.01251639,0.001304082,0.1681517,0.0004795621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511408,0.0008190195,0.00005078411,0.006480814,0.001454043,0.0003254016,0.0005919851,0.0001201896,0.03901699],"genre_scores_gemma":[0.9931872,0.0001254565,0.0001947888,0.002087876,0.0002739545,0.00001864504,0.0006125813,0.00002267244,0.003476831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2104684,"threshold_uncertainty_score":0.9957395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008361248742247987,"score_gpt":0.2624941636135816,"score_spread":0.2541329148713337,"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."}}