{"id":"W2120366573","doi":"10.1038/ki.2014.63","title":"Validation of the Oxford classification of IgA nephropathy in cohorts with different presentations and treatments","year":2014,"lang":"en","type":"article","venue":"Kidney International","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":496,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Université de Montréal; Toronto General Hospital; Hôpital du Sacré-Cœur de Montréal","funders":"European Renal Association-European Dialysis and Transplant Association","keywords":"Medicine; Nephropathy; Immunosuppression; Proteinuria; Cohort; Renal function; Internal medicine; Kidney disease; Gastroenterology; Urology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01503319,0.0008526995,0.0009598004,0.002677509,0.001026119,0.001811675,0.001342229,0.00109597,0.0009922576],"category_scores_gemma":[0.02654972,0.0002820085,0.001241565,0.001328086,0.000867325,0.001170904,0.003055195,0.001039998,0.0004319571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007371253,"about_ca_system_score_gemma":0.0009822386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006331298,"about_ca_topic_score_gemma":0.005393968,"domain_scores_codex":[0.991495,0.003580489,0.0009735568,0.001556901,0.001379892,0.0010141],"domain_scores_gemma":[0.9838738,0.003573816,0.005162258,0.002335065,0.002970382,0.002084703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009601051,0.00004343685,0.9953916,0.0000180609,0.0001411769,0.00007652622,0.0001518402,0.0001622894,0.0002040962,0.0001131343,0.0002750346,0.002462677],"study_design_scores_gemma":[0.00005919208,0.0002324866,0.9965045,0.00005591461,0.00008501828,0.0002649859,0.0002670749,0.0007857832,0.0001637072,0.0001464673,0.001421569,0.0000132899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994857,0.0006766929,0.0008886774,0.0001241644,0.00009602994,0.0001183668,0.001406859,0.00001251089,0.001819743],"genre_scores_gemma":[0.9951559,0.0002130345,0.0008356282,0.0001278499,0.00008591625,0.0001141717,0.003246248,0.00001443329,0.0002067297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01503319,"threshold_uncertainty_score":0.07950413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277091377913548,"score_gpt":0.2699819947165505,"score_spread":0.2572110809374151,"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."}}