{"id":"W4321606574","doi":"10.1097/ccm.0000000000005791","title":"Impact of the Magnitude and Timing of Fluid Overload on Outcomes in Critically Ill Children: A Report From the Multicenter International Assessment of Worldwide Acute Kidney Injury, Renal Angina, and Epidemiology (AWARE) Study","year":2023,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; BC Children's Hospital; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Epidemiology; Intensive care medicine; Acute kidney injury; Cohort study; Intensive care; Cohort; Renal replacement therapy; Emergency medicine; Internal medicine","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":[0.003108071,0.000418812,0.0004756103,0.00107983,0.0003109705,0.0007662771,0.0005224695,0.0004665969,0.0005362498],"category_scores_gemma":[0.01019759,0.0002154805,0.0007111317,0.001489301,0.0003741641,0.0006973067,0.0009563927,0.0006456794,0.00008058658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006414637,"about_ca_system_score_gemma":0.0009626486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00962264,"about_ca_topic_score_gemma":0.0111896,"domain_scores_codex":[0.998223,0.0006308692,0.0002350471,0.0002691595,0.0004375791,0.0002043553],"domain_scores_gemma":[0.9910171,0.001907678,0.005163081,0.0004964672,0.0008288619,0.0005868241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003586869,0.000005151894,0.9991148,0.00001176283,0.00004362711,0.00002738125,0.0000414864,0.00002747274,0.00002172873,0.00001401004,0.0001270265,0.0005296394],"study_design_scores_gemma":[0.000005054785,0.00002628469,0.9994928,0.00001378588,0.00003300408,0.0001052883,0.00009506268,0.00004751514,0.0000349518,0.000006782459,0.0001365925,0.000002918374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965292,0.001096185,0.0001989157,0.0002671072,0.00001644957,0.00002115808,0.001397089,0.000007182703,0.0004668013],"genre_scores_gemma":[0.9979858,0.000514673,0.000197935,0.00005779176,0.00003283352,0.00002451086,0.001143692,0.000004112208,0.00003862665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00962264,"threshold_uncertainty_score":0.01913327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955455297736283,"score_gpt":0.4330361745410147,"score_spread":0.4034816215636519,"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."}}