{"id":"W3081402784","doi":"10.1016/j.jacc.2020.06.070","title":"Contemporary Management of Severe Acute Kidney Injury and Refractory Cardiorenal Syndrome","year":2020,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"National Institutes of Health","keywords":"Medicine; Cardiorenal syndrome; Acute kidney injury; Renal replacement therapy; Intensive care medicine; Dialysis; Hemodialysis; Kidney disease; Intensive care unit; Acute decompensated heart failure; Internal medicine; Heart failure","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":[0.0009779452,0.0008023978,0.002842877,0.002172538,0.0003412703,0.001495812,0.001245787,0.001468459,0.002401686],"category_scores_gemma":[0.002434234,0.0002915084,0.0009235166,0.001605341,0.0005580936,0.001504798,0.0009079891,0.002506784,0.0007705721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005506345,"about_ca_system_score_gemma":0.001385677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001358095,"about_ca_topic_score_gemma":0.003006184,"domain_scores_codex":[0.9995333,0.0001034785,0.0001086014,0.00007383398,0.000147931,0.00003287298],"domain_scores_gemma":[0.9989607,0.0005857146,0.0001981114,0.00001469734,0.0001728571,0.00006782486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001383975,0.00008787744,0.0006223771,0.02949361,0.0002834774,0.0003029666,0.00005476584,0.0002508665,0.000316626,0.001629591,0.0235326,0.9432868],"study_design_scores_gemma":[0.0003829194,0.0004853451,0.009581795,0.06481905,0.002436805,0.007564721,0.0004016683,0.0007139666,0.0004141499,0.007507608,0.9055479,0.0001440584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004918433,0.9994335,0.0000501055,0.0001914957,0.0001082431,0.000001748914,0.000004638247,0.00000246264,0.0001585526],"genre_scores_gemma":[0.0006947057,0.9982583,0.0001495483,0.0003539694,0.0004395001,0.000004801162,0.00001860473,7.207208e-7,0.00007979228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002842877,"threshold_uncertainty_score":0.008034408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03592859263248954,"score_gpt":0.3502488904808061,"score_spread":0.3143202978483166,"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."}}