{"id":"W4408328750","doi":"10.2215/cjn.0000000672","title":"Dialysis Dependence in Standard versus Accelerated Initiation of KRT in AKI","year":2025,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Alberta; Alberta Health Services","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canada Excellence Research Chairs, Government of Canada","keywords":"Medicine; Acute kidney injury; Post-hoc analysis; Renal replacement therapy; Dialysis; Kidney; Dialysis Therapy; Internal medicine; Intensive care medicine; Urology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01030789,0.0005051122,0.001848397,0.0003407791,0.0002101374,0.001028357,0.0005841976,0.001039904,0.003630506],"category_scores_gemma":[0.02057476,0.0004341663,0.005394324,0.000480987,0.0007852183,0.0008554514,0.0008084013,0.002226084,0.0001482603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004217053,"about_ca_system_score_gemma":0.0007150692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008286316,"about_ca_topic_score_gemma":0.0009575397,"domain_scores_codex":[0.9892264,0.007841071,0.0009537665,0.001014199,0.0005638415,0.0004007207],"domain_scores_gemma":[0.9859791,0.009299537,0.002716091,0.0009405801,0.0004725512,0.0005922218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8674755,0.002109103,0.03830022,0.005390807,0.03028218,0.0001194118,0.0001486112,0.002335264,0.001506824,0.001641635,0.001769995,0.04892051],"study_design_scores_gemma":[0.4825538,0.1490866,0.2382925,0.002768151,0.0902613,0.0005640159,0.0003728717,0.01330837,0.004571564,0.01003773,0.007963514,0.0002195751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769691,0.0149716,0.002444186,0.0008155991,0.0005509569,0.0006504836,0.0008925131,0.0000454214,0.002660169],"genre_scores_gemma":[0.9964754,0.0009959181,0.001151806,0.0003170914,0.0002180198,0.0002882357,0.0002605563,0.00000681968,0.0002862123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01030789,"threshold_uncertainty_score":0.05451399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09635164526142467,"score_gpt":0.4634901291535987,"score_spread":0.367138483892174,"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."}}