{"id":"W2160978993","doi":"10.1378/chest.128.5.3664","title":"Postoperative Cognitive Dysfunction After Cardiac Surgery","year":2005,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Medicine; Postoperative cognitive dysfunction; Neurocognitive; Cardiac surgery; Cardiopulmonary bypass; Intensive care medicine; Quality of life (healthcare); Etiology; Cognition; Cognitive deficit; Cognitive decline; Dementia; Psychiatry; Anesthesia; Cognitive impairment; Cardiology; Internal medicine; Disease; Nursing","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000562791,0.0007011232,0.002878272,0.000772584,0.0001738478,0.0001039998,0.00008295036,0.0005216862,0.001274818],"category_scores_gemma":[0.005797356,0.000536884,0.002390942,0.0004069755,0.0002267752,0.0001987958,0.00004932498,0.00227915,0.0009736334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006268125,"about_ca_system_score_gemma":0.001714427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002228179,"about_ca_topic_score_gemma":0.000001476739,"domain_scores_codex":[0.9971575,0.0004821142,0.0008714283,0.0004547315,0.0004931928,0.0005410041],"domain_scores_gemma":[0.9884712,0.0008781228,0.0005167749,0.0002032501,0.009544608,0.0003861202],"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":[0.0001601451,0.00007584491,0.00008826015,0.002571159,0.001280906,0.0008944931,0.0001757029,7.042501e-9,4.549108e-7,0.000001531945,0.02605631,0.9686952],"study_design_scores_gemma":[0.0003050445,0.0001670065,0.0003533037,0.03519311,0.005400814,0.003549334,0.001234269,1.754663e-7,0.000005319407,0.000003020741,0.9532889,0.0004996698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005813829,0.9918256,0.0001206156,0.0003720968,0.001890835,0.0009009747,0.0002089979,0.00004045286,0.004582332],"genre_scores_gemma":[0.0001272039,0.9891822,0.00005726139,0.005101129,0.002762209,0.0001313239,0.0006562968,0.0001568922,0.001825441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9681955,"threshold_uncertainty_score":0.9998042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0457763774072124,"score_gpt":0.3314179714904706,"score_spread":0.2856415940832582,"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."}}