{"id":"W3120249407","doi":"10.1007/s12630-020-01894-z","title":"The incidence, risk, presentation, pathophysiology, treatment, and effects of perioperative acute kidney injury","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute of General Medical Sciences; National Institutes of Health; Vanderbilt University","keywords":"Medicine; Acute kidney injury; Intensive care medicine; Renal replacement therapy; Intensive care unit; Incidence (geometry); Resuscitation; Perioperative; Epidemiology; Emergency medicine; Internal medicine; Surgery","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":[0.001024312,0.0002124935,0.0004160625,0.0009456722,0.0003355148,0.00124156,0.0004091805,0.0005542593,0.00097248],"category_scores_gemma":[0.006873331,0.000177904,0.0005360163,0.001142986,0.0003872293,0.001165922,0.0003868332,0.0006783108,0.0001864541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000571876,"about_ca_system_score_gemma":0.001065522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003795052,"about_ca_topic_score_gemma":0.003226633,"domain_scores_codex":[0.9989629,0.0002316557,0.0001860344,0.0001332872,0.0003233196,0.0001628599],"domain_scores_gemma":[0.9972715,0.0006782072,0.00125675,0.0001123129,0.0004166197,0.0002646436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003353858,0.00007302234,0.9828349,0.00006212059,0.00007752288,0.000157231,0.00006893634,0.00007012885,0.0002532849,0.0002610896,0.0002188497,0.01558752],"study_design_scores_gemma":[0.000006004804,0.0001702354,0.9966958,0.00004722352,0.00005555282,0.001608459,0.0002951537,0.0002232568,0.00009191776,0.0002992582,0.0004988911,0.000008221578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9543254,0.04018304,0.000635098,0.000870425,0.00006186186,0.00002539135,0.0005414381,0.00001312806,0.003344214],"genre_scores_gemma":[0.9898943,0.008871987,0.0003415438,0.0001022965,0.000148822,0.00001282203,0.000429074,0.000003988687,0.0001951964],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003795052,"threshold_uncertainty_score":0.007545948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008280707379067834,"score_gpt":0.2684435817538027,"score_spread":0.2601628743747349,"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."}}