{"id":"W45952370","doi":"10.1177/039139880803100207","title":"Volume Management by Renal Replacement Therapy in Acute Kidney Injury","year":2008,"lang":"en","type":"article","venue":"The International Journal of Artificial Organs","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; University of Alberta","funders":"","keywords":"Oliguria; Hypervolemia; Medicine; Acute kidney injury; Hypovolemia; Renal replacement therapy; Intravascular volume status; Intensive care medicine; Resuscitation; Fluid replacement; Blood volume; Renal function; Cardiology; Anesthesia; Internal medicine; Hemodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004160606,0.00008855008,0.000161894,0.0001723161,0.00006030295,0.00002255433,0.000214989,0.00003440409,0.0002137899],"category_scores_gemma":[0.00004403347,0.00005792062,0.0001298368,0.0001439063,0.00007287334,0.0001001893,0.00003642663,0.0002034005,0.00003844998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162578,"about_ca_system_score_gemma":0.0001243093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002082883,"about_ca_topic_score_gemma":0.00000229687,"domain_scores_codex":[0.9985708,0.00004247031,0.0004582654,0.00009496888,0.00071376,0.0001197456],"domain_scores_gemma":[0.9993463,0.0000197216,0.0002040461,0.0001175095,0.0002262749,0.00008616612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01481384,0.001079001,0.08324169,0.00001027716,0.002577079,0.001264896,0.004773101,0.00007482477,0.2633455,0.000775448,0.5957512,0.03229316],"study_design_scores_gemma":[0.01046823,0.001968698,0.2934866,0.0005489186,0.0004254568,0.001431004,0.001431763,0.0006074963,0.1723919,0.002217987,0.5144552,0.0005667094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751661,0.0000521298,0.0006038131,0.02107152,0.001945183,0.0001696172,0.00001856624,0.00000870867,0.000964365],"genre_scores_gemma":[0.9950151,0.0009545106,0.0002423063,0.001885136,0.0007587744,0.000003256036,0.00002095335,0.00001329051,0.001106651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2102449,"threshold_uncertainty_score":0.2361934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191777469496241,"score_gpt":0.2815558954895224,"score_spread":0.26963812079456,"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."}}