{"id":"W2068783453","doi":"10.1053/j.ajkd.2012.06.011","title":"A Multicenter Application and Evaluation of the Oxford Classification of IgA Nephropathy in Adult Chinese Patients","year":2012,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"University of Leicester","keywords":"Medicine; Renal function; Internal medicine; Cohort; Nephropathy; Gastroenterology; Proteinuria; Kidney disease; Retrospective cohort study; Pathology; Kidney; Endocrinology","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":[0.000230451,0.00008897129,0.0002677371,0.0001207329,0.00001964989,0.000003723082,0.00006805643,0.00001577599,0.000007679546],"category_scores_gemma":[0.001813606,0.00005306478,0.0001212741,0.0003095223,0.0002093418,0.0001664925,0.00002130612,0.00006706563,3.501289e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004736301,"about_ca_system_score_gemma":0.0002149703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004154248,"about_ca_topic_score_gemma":0.000001838571,"domain_scores_codex":[0.9986655,0.0001554289,0.0004586643,0.00007451288,0.0005404595,0.0001054949],"domain_scores_gemma":[0.9979347,0.00004994884,0.0008262913,0.0001660877,0.0006887123,0.0003342669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004945445,0.0008101466,0.9595634,0.0001021759,0.00003330964,1.503812e-7,0.0003731966,0.000006455057,0.001709288,0.00001761161,0.0001129651,0.03677678],"study_design_scores_gemma":[0.001782913,0.0002419896,0.9954722,0.0002814841,0.0004195956,0.000003475453,0.000521716,0.001010337,0.0001215417,0.0000407382,0.00005662151,0.00004738923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998425,0.00057075,0.00003568039,0.0004954308,0.00006175478,0.00030754,0.00005148842,0.000002430096,0.00004993344],"genre_scores_gemma":[0.9992027,0.0002529388,0.0000874145,0.0003488219,0.00006883422,0.00001339639,0.00001616075,0.000008214569,0.000001461389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03672939,"threshold_uncertainty_score":0.2171187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008173561039170283,"score_gpt":0.2849943961285941,"score_spread":0.2768208350894238,"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."}}