{"id":"W2915966197","doi":"10.1016/j.kint.2018.11.008","title":"Management and treatment of glomerular diseases (part 2): conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) Controversies Conference","year":2019,"lang":"en","type":"article","venue":"Kidney International","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University Health Network","funders":"Wellcome Trust","keywords":"Kidney disease; Medicine; Intensive care medicine; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002466332,0.0002261172,0.0004086689,0.00007794104,0.00005539489,0.00004930206,0.0001202205,0.0000389364,0.001437459],"category_scores_gemma":[0.000264956,0.0001754397,0.000218303,0.00006771265,0.0001278947,0.0001445038,0.0001468665,0.00003531269,0.0000457196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762626,"about_ca_system_score_gemma":0.0002539138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002704062,"about_ca_topic_score_gemma":0.000003387246,"domain_scores_codex":[0.9986129,0.00002474024,0.0003085202,0.0003717867,0.0004862483,0.0001958142],"domain_scores_gemma":[0.9985148,0.00008222267,0.0001412828,0.0002889419,0.0001402717,0.0008325001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008242562,0.0006131456,0.97588,0.0001697687,0.001231822,0.0001332243,0.0000923426,0.000002919933,0.000239353,0.009874416,0.00607649,0.004862226],"study_design_scores_gemma":[0.006803893,0.0002790295,0.895732,0.0005014509,0.0009435076,0.00000491678,0.0003441326,0.001056204,0.00007266249,0.001125048,0.09290767,0.0002294672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456475,0.00297044,0.0002340416,0.01769603,0.001534426,0.001248976,0.02138801,0.000104608,0.009175911],"genre_scores_gemma":[0.9917617,0.0009086709,0.0003857906,0.001964388,0.0001314521,0.00004361806,0.001390152,0.00001272509,0.00340146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08683117,"threshold_uncertainty_score":0.9994754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009436314399678953,"score_gpt":0.260314012211295,"score_spread":0.250877697811616,"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."}}