{"id":"W3010759049","doi":"10.1097/aln.0000000000003254","title":"Defining an Intraoperative Hypotension Threshold in Association with De Novo Renal Replacement Therapy after Cardiac Surgery","year":2020,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Renal replacement therapy; Acute kidney injury; Cardiopulmonary bypass; Odds ratio; Dialysis; Cardiac surgery; Surgery; Complication; Anesthesia; Retrospective cohort study; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005453863,0.0001328103,0.0004048734,0.0000605168,0.00003533054,0.000008963812,0.00003563353,0.0001602914,0.0000276407],"category_scores_gemma":[0.000061945,0.00009791478,0.00005140434,0.0001300556,0.00002617851,0.00005237623,0.000007016651,0.0002364385,0.00001268029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400062,"about_ca_system_score_gemma":0.0001507912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006558067,"about_ca_topic_score_gemma":0.000007393267,"domain_scores_codex":[0.9988632,0.0002306383,0.0002014362,0.0002879363,0.0001362806,0.0002804997],"domain_scores_gemma":[0.9994029,0.0001999321,0.00006684675,0.000158454,0.00005986393,0.0001120071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003178213,0.00006364757,0.9842739,0.000006351226,0.00005419089,0.000306296,0.001785388,0.00003861208,0.005447052,0.00002525752,0.0001138575,0.004707267],"study_design_scores_gemma":[0.001188585,0.002090059,0.9846678,0.00007646507,0.00002164876,0.00006713403,0.0002454162,0.0004677189,0.009305554,0.00004282884,0.001651931,0.0001748819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974558,0.0004568693,0.00001887299,0.001716951,0.00005397513,0.0001880101,0.000001778388,0.00004869172,0.00005903318],"genre_scores_gemma":[0.9950512,0.0003658359,0.0004243627,0.003820748,0.0002026356,0.00005380709,0.00003613365,0.00002246585,0.0000227884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004532385,"threshold_uncertainty_score":0.3992849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925515641717003,"score_gpt":0.256334613553887,"score_spread":0.237079457136717,"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."}}