{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007240277,0.0002919585,0.0007255773,0.0005148589,0.0003497776,0.0006193058,0.0003863699,0.0006014538,0.001736638],"category_scores_gemma":[0.003212095,0.00005715554,0.0005402814,0.0005312354,0.0003408428,0.0003853837,0.0005034272,0.001449436,0.0004649225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005998282,"about_ca_system_score_gemma":0.001309967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000939942,"about_ca_topic_score_gemma":0.0011456,"domain_scores_codex":[0.999329,0.0002896436,0.0001160095,0.00003010142,0.0001896802,0.00004567727],"domain_scores_gemma":[0.9989133,0.0003969616,0.0003594272,0.00003790391,0.0001525092,0.0001398768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00164462,0.0006462953,0.03733493,0.005249969,0.0004518308,0.007664546,0.0004142881,0.001308451,0.00252674,0.01039558,0.04398448,0.8883784],"study_design_scores_gemma":[0.001607132,0.00899803,0.2754832,0.01231992,0.001624712,0.0819911,0.00101409,0.00740812,0.006803392,0.04304796,0.5594976,0.0002048986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06889293,0.8401207,0.01059467,0.02701045,0.005194002,0.0002645333,0.0002886839,0.0003035077,0.04733064],"genre_scores_gemma":[0.6250847,0.3425962,0.01100633,0.008007686,0.007252367,0.000376234,0.0005088403,0.00004672911,0.005120959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001736638,"threshold_uncertainty_score":0.005809665,"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."}}