{"id":"W3120509633","doi":"10.1186/s12882-020-02216-7","title":"Diagnostic performance of glomerular PLA2R and THSD7A antibodies in biopsy confirmed primary membranous nephropathy in South Africans","year":2021,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Research Foundation","keywords":"Medicine; Membranous nephropathy; Immunohistochemistry; Renal biopsy; Gastroenterology; Lupus nephritis; Pathology; Internal medicine; Biopsy; Nephrology; Glomerulonephritis; Antibody; Immunology; Kidney; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0001789489,0.0001986823,0.0007026636,0.0002887149,0.00003196973,0.000008078421,0.00006965578,0.0001386472,0.00006480233],"category_scores_gemma":[0.0004739999,0.0001769174,0.00007997805,0.0004592405,0.0003649585,0.00006975843,0.00009787752,0.0001968339,0.000008968406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003257868,"about_ca_system_score_gemma":0.0003101528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028759,"about_ca_topic_score_gemma":0.0001140214,"domain_scores_codex":[0.9984705,0.0001451326,0.00045313,0.0003683897,0.0001784693,0.0003843589],"domain_scores_gemma":[0.9989826,0.0004113138,0.0001357169,0.0002836262,0.00007545095,0.0001112861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009609559,0.0003163832,0.9609317,0.001393219,0.00004221116,0.001048564,0.001903881,0.00007363662,0.0319584,0.0001677079,0.00002308138,0.001180302],"study_design_scores_gemma":[0.002786767,0.0003463288,0.9926479,0.0002536529,0.00009549699,0.0002975059,0.0009292781,0.0004073675,0.001651772,0.00006184811,0.0003565158,0.0001655116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853592,0.01339221,0.00002109087,0.0002299861,0.00007622515,0.0003199678,0.00003696829,0.00002035442,0.0005440174],"genre_scores_gemma":[0.9959426,0.002857204,0.0004512209,0.0005466275,0.00005393858,0.00003541631,0.000045736,0.00001907909,0.00004820197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03171629,"threshold_uncertainty_score":0.7214482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151649430293839,"score_gpt":0.2348047809084955,"score_spread":0.2232882866055571,"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."}}