{"id":"W2034844805","doi":"10.1038/ki.2011.126","title":"Validation of the Oxford classification of IgA nephropathy","year":2011,"lang":"en","type":"article","venue":"Kidney International","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Toronto General Hospital; University of Toronto","funders":"University of Toronto; National Institute of Diabetes and Digestive and Kidney Diseases; Kidney Foundation of Canada; Canadian Institutes of Health Research; University of Alabama at Birmingham","keywords":"Nephropathy; Medicine; Endocrinology; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007349579,0.00004825921,0.00008304385,0.0000587306,0.00001500023,0.000002657595,0.0001107111,0.00002868601,0.0004079051],"category_scores_gemma":[0.0002667848,0.00003209759,0.0001009416,0.00008961874,0.00007490336,0.00006162401,0.0000279901,0.00004395752,0.000006504005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001928991,"about_ca_system_score_gemma":0.00009639189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003013412,"about_ca_topic_score_gemma":4.772345e-7,"domain_scores_codex":[0.9993727,0.00001728317,0.0002196176,0.00007801861,0.0002645254,0.00004789638],"domain_scores_gemma":[0.9993808,0.00001076329,0.0001683601,0.0001588686,0.0002254011,0.00005586041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004748002,0.0006807373,0.7598712,0.0002124063,0.0002388134,0.000002598201,0.001372508,0.000003121873,0.1760713,0.04267921,0.01356777,0.004825471],"study_design_scores_gemma":[0.000417832,0.00006011975,0.8919113,0.0001340668,0.00006105529,0.000007161781,0.0000991969,0.0002906292,0.1001205,0.001020566,0.005841637,0.00003600792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957857,0.00003412853,0.0003112923,0.001592182,0.0004355906,0.000133917,0.00008099413,0.00001424624,0.0395407],"genre_scores_gemma":[0.9987193,0.00004033749,0.0004442479,0.0002490386,0.0000678494,0.000007133079,0.00005803326,0.00000511809,0.0004089044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.13204,"threshold_uncertainty_score":0.4466275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307854625215655,"score_gpt":0.2714965059137616,"score_spread":0.238417959661605,"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."}}