{"id":"W2985006009","doi":"10.1016/j.jtcvs.2019.10.131","title":"Commentary: Does a “less is more” approach reduce delirium in patients undergoing coronary artery bypass grafting?","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Dalhousie University","funders":"Pfizer Canada; Pfizer","keywords":"Neurocognitive; Delirium; Cardiopulmonary bypass; Medicine; Postoperative cognitive dysfunction; Anesthesiology; Artery; Cardiac surgery; Randomized controlled trial; Cognition; Cardiology; Coronary artery bypass surgery; Cognitive decline; Off-pump coronary artery bypass; Internal medicine; Bypass grafting; Anesthesia; Intensive care medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004363314,0.000849026,0.002077292,0.0009532165,0.006333469,0.004062948,0.002377413,0.07319525,0.01012141],"category_scores_gemma":[0.06244192,0.0008563775,0.001711158,0.0009968532,0.002598259,0.00332652,0.001887557,0.04668307,0.007856402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007058322,"about_ca_system_score_gemma":0.01252198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01389092,"about_ca_topic_score_gemma":0.02317603,"domain_scores_codex":[0.9954384,0.001452513,0.0009098686,0.0005544743,0.0009595013,0.0006851827],"domain_scores_gemma":[0.9752372,0.01355555,0.002280083,0.0004440399,0.004757606,0.003725541],"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":[0.00009479126,0.00003764826,0.0008514787,0.0001115305,0.0000338768,0.001026793,0.0001566368,0.00005428386,0.00005562987,0.0006049779,0.9923711,0.004601181],"study_design_scores_gemma":[0.0009847919,0.0003445386,0.005212904,0.002962905,0.0003573111,0.003801886,0.001875641,0.001113185,0.0004198278,0.01234876,0.9703129,0.0002655169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003054695,0.0003695012,0.00002774921,0.9807115,0.01752545,0.000009139017,0.00006749079,0.00001271741,0.000970925],"genre_scores_gemma":[0.002612099,0.0004173988,0.0001021952,0.9640515,0.03110245,0.0000411234,0.00002983611,0.00001197803,0.001631346],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07319525,"threshold_uncertainty_score":0.05121195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780303687032989,"score_gpt":0.2580316740713383,"score_spread":0.2402286372010084,"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."}}