{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006225291,0.0001348961,0.0003913506,0.0004291711,0.00001612269,0.00001697227,0.0001673991,0.0001021166,0.0006245463],"category_scores_gemma":[0.001255285,0.0001203424,0.0000464185,0.0002745903,0.0001295713,0.0001868054,0.00009691452,0.0002400398,0.000006253567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002181681,"about_ca_system_score_gemma":0.001107223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006307309,"about_ca_topic_score_gemma":0.000001812255,"domain_scores_codex":[0.997938,0.00008172105,0.0006438176,0.0002338838,0.0009306077,0.0001719243],"domain_scores_gemma":[0.9982077,0.00003632425,0.0002493879,0.0002115203,0.0008101186,0.0004849643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01215937,0.0005083259,0.4968991,0.00004547409,0.0004899813,0.00001180424,0.001518944,0.000001583257,0.07187406,0.0004909537,0.4135235,0.002476925],"study_design_scores_gemma":[0.02992458,0.007639484,0.07058169,0.0007263207,0.0001168648,0.00005732055,0.0005197335,0.006353853,0.7365726,0.0007821956,0.1463478,0.0003775482],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725747,0.00004898121,0.0004102952,0.0127637,0.0003599197,0.0006020655,0.002027367,0.00002852625,0.01118449],"genre_scores_gemma":[0.9955341,0.0001388998,0.001625685,0.001084092,0.00008132459,0.00003409088,0.001072669,0.00001741325,0.0004117524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6646985,"threshold_uncertainty_score":0.6838344,"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."}}