{"id":"W4383057489","doi":"10.1093/ndt/gfad142","title":"Sepsis-associated acute kidney injury—treatment standard","year":2023,"lang":"en","type":"review","venue":"Nephrology Dialysis Transplantation","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Medicine and Dentistry, University of Alberta; Sphingotec GmbH; Hospices Civils de Lyon; Centre Hospitalier Universitaire Vaudois; Fresenius Medical Care North America; Università degli Studi di Trento; Università degli Studi di Firenze; CytoSorbents Europe; Deutsche Forschungsgemeinschaft; University of Southern California; University College Dublin; Uniklinikum Giessen und Marburg; Alberta Health Services; King's College London; Fondation Leenaards; Università degli Studi di Padova; Instituto D'Or de Pesquisa e Ensino; Sanofi; Abiomed; Trinity College Dublin; King's College Hospital NHS Foundation Trust; Queen Mary University of London; B. Braun Melsungen; University of Dundee; University of Pittsburgh; AstraZeneca; School of Medicine, Indiana University; University of Alberta; Monash University; University of California, San Diego; Alexion Pharmaceuticals","keywords":"Medicine; Acute kidney injury; Sepsis; Intensive care medicine; Kidney disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009795023,0.0007105176,0.001353275,0.001405142,0.0002747943,0.001076549,0.001173842,0.001244059,0.004932786],"category_scores_gemma":[0.002338144,0.0001734915,0.0008933443,0.001086579,0.0003386094,0.001197775,0.0006077025,0.002190055,0.002838736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006567981,"about_ca_system_score_gemma":0.001821336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008122087,"about_ca_topic_score_gemma":0.001085166,"domain_scores_codex":[0.9994594,0.0001256289,0.0001156948,0.00008147932,0.0001790743,0.00003869897],"domain_scores_gemma":[0.9992,0.000332289,0.0001437882,0.00002300061,0.0002393694,0.0000615325],"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":[0.0001280789,0.00007885258,0.0001615087,0.02567882,0.0001391147,0.00009436958,0.00003886469,0.0002595442,0.0004381783,0.003088292,0.05480874,0.9150857],"study_design_scores_gemma":[0.00006993548,0.0001648744,0.001162529,0.03541324,0.0003401929,0.0008886104,0.00007526029,0.0001462429,0.0004065711,0.004580255,0.9567258,0.00002647264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001054304,0.9961811,0.0002554675,0.001409834,0.0005475767,0.00001749597,0.00006041682,0.00001847391,0.001404254],"genre_scores_gemma":[0.0009360436,0.9966823,0.000371322,0.000923497,0.0004903938,0.00002858877,0.0001401756,0.000003878549,0.0004236836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004932786,"threshold_uncertainty_score":0.01650184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05580963481778736,"score_gpt":0.3947529367457779,"score_spread":0.3389433019279905,"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."}}