{"id":"W2989396523","doi":"10.1053/j.ackd.2019.08.009","title":"Membranous Lupus Nephritis: A Clinical Review","year":2019,"lang":"en","type":"review","venue":"Advances in Chronic Kidney Disease","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"EMD Serono; Mallinckrodt Pharmaceuticals; Ariad Pharmaceuticals; GlaxoSmithKline","keywords":"Lupus nephritis; Medicine; Membranous nephropathy; Nephrotic syndrome; Systemic lupus erythematosus; Nephropathy; Renal biopsy; Immunology; Glomerulonephritis; Kidney; Pathology; Biopsy; Internal medicine; Endocrinology; Disease; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001608792,0.0009622793,0.00646338,0.0004251209,0.00005795093,0.00003515531,0.0009597405,0.0005038413,0.001191649],"category_scores_gemma":[0.005420733,0.0007447,0.002087112,0.001100437,0.0003522423,0.0003497596,0.0003860458,0.001783041,0.003031138],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002618635,"about_ca_system_score_gemma":0.0217239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008788978,"about_ca_topic_score_gemma":0.000009092681,"domain_scores_codex":[0.9918417,0.001036556,0.002982689,0.001693215,0.001248603,0.001197194],"domain_scores_gemma":[0.9929403,0.000973949,0.0007956272,0.002697953,0.0001704279,0.002421754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000441247,0.0001465644,0.00044255,0.5040186,0.0001200408,0.0007966105,0.000003918057,2.450733e-7,9.41382e-9,0.00004069058,0.01818272,0.4762039],"study_design_scores_gemma":[0.001620953,0.0001144603,0.000001317866,0.4210078,0.001616578,0.002358679,0.000003504812,0.00001065654,1.049921e-8,0.00002579792,0.5728581,0.0003821124],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.251806e-7,0.9842618,0.000008747121,0.0003254023,0.002541747,0.007941386,0.0003452398,0.0001444172,0.004430518],"genre_scores_gemma":[0.000001404313,0.9887557,0.0000836995,0.001764178,0.001369439,0.001533626,0.000910995,0.0002387256,0.005342205],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5546754,"threshold_uncertainty_score":0.9997214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07010768817670734,"score_gpt":0.4530073691650552,"score_spread":0.3828996809883478,"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."}}