{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003980624,0.00005368557,0.000100782,0.0000694034,0.00001492676,0.000005534085,0.00004144004,0.00001845598,0.00002791543],"category_scores_gemma":[0.0001127357,0.00003127627,0.00003040598,0.00006831088,0.0000647449,0.00005115005,0.00001627014,0.00003159533,3.427888e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002014761,"about_ca_system_score_gemma":0.0000373991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005156407,"about_ca_topic_score_gemma":0.000008393125,"domain_scores_codex":[0.9994505,0.00002834255,0.0001688534,0.00008802038,0.0002212105,0.00004306656],"domain_scores_gemma":[0.9996181,0.00002908395,0.0001144891,0.0001030357,0.00008753801,0.00004776964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001063611,0.0002050313,0.9892299,0.00004775517,0.00005815069,3.643395e-7,0.0001694561,0.00001210958,0.006586562,0.00239695,0.0001944556,0.0009929319],"study_design_scores_gemma":[0.001011999,0.00009205452,0.988649,0.0001490707,0.00006741957,0.000004653247,0.00005152061,0.001520736,0.007768667,0.0002936352,0.0003636527,0.0000276245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956327,0.00001821532,0.0002408907,0.001662342,0.0000662219,0.0001912258,0.00003995388,0.000004882671,0.002143544],"genre_scores_gemma":[0.9994357,0.00004863231,0.00009052989,0.00007443893,0.00002485344,0.00002309682,0.0001160841,0.000004250289,0.0001824622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003802929,"threshold_uncertainty_score":0.1275409,"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."}}