{"id":"W2103191204","doi":"10.1093/ndt/gfq011","title":"Incidence and outcomes of acute kidney injury in a referred chronic kidney disease cohort","year":2010,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Kidney disease; Acute kidney injury; Dialysis; Incidence (geometry); Internal medicine; Renal function; Population; Relative risk; Cohort; Risk factor; Cohort study; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006776836,0.0002645708,0.0005193457,0.001496995,0.0009689679,0.001469001,0.0006936907,0.0008762522,0.0009011616],"category_scores_gemma":[0.003697944,0.0003433149,0.00049395,0.002307681,0.0005849779,0.0004264066,0.0008827439,0.0008434159,0.0001755834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001861377,"about_ca_system_score_gemma":0.001597248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2754697,"about_ca_topic_score_gemma":0.2577727,"domain_scores_codex":[0.9990572,0.0001694813,0.00008385893,0.0002151326,0.0002804216,0.0001938095],"domain_scores_gemma":[0.9971452,0.0002435026,0.001083208,0.0001413663,0.0006795319,0.0007071151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002567829,0.00001959087,0.9992084,0.000005887078,0.00003517208,0.000103926,0.0001060801,0.00002917706,0.00006373574,0.000008566243,0.0001301209,0.0002636965],"study_design_scores_gemma":[0.000005778757,0.00002769305,0.9994092,0.000006057061,0.00001770851,0.0001886438,0.0001671036,0.0001062746,0.000008318188,0.000008743022,0.00005119507,0.000003233891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988847,0.0001292347,0.00003586983,0.00006744072,0.000003469497,0.00001362168,0.000614592,0.000003921977,0.0002471336],"genre_scores_gemma":[0.9988888,0.0001081332,0.00004303063,0.00005773873,0.000008661523,0.00001300855,0.0008111367,0.000001535543,0.00006800411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2754697,"threshold_uncertainty_score":0.5477325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009828690948613689,"score_gpt":0.3095453163864377,"score_spread":0.299716625437824,"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."}}