{"id":"W4361190094","doi":"10.2215/cjn.0000000000000157","title":"Fluid Management for Critically Ill Patients with Acute Kidney Injury Receiving Kidney Replacement Therapy","year":2023,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; University of Ottawa; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; University of Alberta; Hôpital du Sacré-Cœur de Montréal; St. Michael's Hospital; Queen's University; Alberta Health Services; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Critically ill; Intensive care medicine; Acute kidney injury; Renal replacement therapy; Adverse effect; 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":[0.001425008,0.0001653376,0.0003141824,0.0006274849,0.0005641658,0.0006219628,0.0003895194,0.0004587181,0.002285596],"category_scores_gemma":[0.01052547,0.00009784473,0.0003352603,0.0007049399,0.0002887512,0.000929783,0.0007852745,0.0008240639,0.0002581531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006975832,"about_ca_system_score_gemma":0.001624573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002096305,"about_ca_topic_score_gemma":0.002971818,"domain_scores_codex":[0.9985104,0.0005642194,0.0004247381,0.0000766926,0.0002692209,0.0001547041],"domain_scores_gemma":[0.9930889,0.001190781,0.004055718,0.00005318826,0.000529648,0.001081767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002701191,0.0002972575,0.9543494,0.001116767,0.00007657289,0.0004879369,0.0008255747,0.00020177,0.0002870704,0.00007405593,0.003688384,0.03832506],"study_design_scores_gemma":[0.00009497689,0.001323059,0.9841672,0.001483239,0.00009095053,0.00160739,0.003321701,0.0008067194,0.0003082503,0.0002392955,0.006533889,0.00002331552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759238,0.009483119,0.0003656966,0.01001914,0.0001050506,0.0001556692,0.00049733,0.00002710151,0.003423092],"genre_scores_gemma":[0.993241,0.003696376,0.0009514124,0.001503915,0.0001219481,0.00006361762,0.0002570996,0.000003520931,0.0001611205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002285596,"threshold_uncertainty_score":0.007646084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03918169716216345,"score_gpt":0.3960474374053821,"score_spread":0.3568657402432186,"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."}}