{"id":"W1590673512","doi":"10.1038/ki.2015.184","title":"Comparison of standard and accelerated initiation of renal replacement therapy in acute kidney injury","year":2015,"lang":"en","type":"article","venue":"Kidney International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":234,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Mount Sinai Hospital; St. Joseph’s Healthcare Hamilton; University Health Network; Health Sciences Centre; Ottawa Hospital; University of Ottawa; Public Health Ontario; University of Toronto; Western University; Université de Sherbrooke; London Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; Centre Hospitalier Universitaire de Sherbrooke","funders":"Canadian Institutes of Health Research; American Society of Nephrology; Canada Research Chairs; Health Canada; Alberta Innovates; Alere","keywords":"Medicine; Renal replacement therapy; Acute kidney injury; Randomized controlled trial; Renal function; Sepsis; Creatinine; Internal medicine; Surgery","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":[0.002362072,0.0003740983,0.001938151,0.0003592875,0.000193728,0.0007910741,0.0004629382,0.0005821219,0.001204878],"category_scores_gemma":[0.005337165,0.0001928999,0.0011764,0.0005182971,0.0003678821,0.0006738552,0.0004927348,0.001285173,0.0001107021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008022797,"about_ca_system_score_gemma":0.001435802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375144,"about_ca_topic_score_gemma":0.001650548,"domain_scores_codex":[0.9982513,0.0009105686,0.0001845784,0.0001946259,0.000259391,0.0001994836],"domain_scores_gemma":[0.9964089,0.001849003,0.0006205335,0.0002546778,0.0002138147,0.0006531602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8650308,0.004793192,0.03719133,0.0008094495,0.001387244,0.00007184211,0.0002641194,0.001785902,0.002196743,0.0003717925,0.0004231157,0.08567446],"study_design_scores_gemma":[0.08547651,0.3806794,0.5158869,0.000514544,0.004499239,0.0002720544,0.0005588926,0.005456029,0.00260234,0.0008303463,0.00313321,0.00009044637],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948495,0.0037651,0.000232085,0.0001336291,0.0001404306,0.00005444985,0.00009578373,0.00001308707,0.0007158531],"genre_scores_gemma":[0.9984717,0.0007904053,0.0003881281,0.00005562994,0.00007523329,0.00002422928,0.00007858362,0.000002323077,0.0001137441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002362072,"threshold_uncertainty_score":0.012492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09599505142831519,"score_gpt":0.4318158410583361,"score_spread":0.3358207896300209,"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."}}