{"id":"W3216559919","doi":"10.21518/2079-701x-2021-19-49-56","title":"Postoperative cognitive dysfunction: etiology, clinical features, diagnosis","year":2021,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Propofol; Cognition; Anesthesia; Neuropsychology; Etiology; Anxiety; Postoperative cognitive dysfunction; Internal medicine; Cognitive impairment; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002227377,0.0003031757,0.0002622831,0.0007073868,0.0002192526,0.0002438924,0.000175793,0.0001776088,0.001620702],"category_scores_gemma":[0.001154121,0.00007272037,0.0001599999,0.0004018,0.0002239529,0.0002126022,0.0002044453,0.0002458706,0.0002019183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001692546,"about_ca_system_score_gemma":0.0003106579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008510651,"about_ca_topic_score_gemma":0.0006659213,"domain_scores_codex":[0.9998548,0.00002240119,0.0000236279,0.00002351622,0.0000374221,0.00003821744],"domain_scores_gemma":[0.9996216,0.00007127938,0.0001691755,0.00001798803,0.0000470964,0.00007279665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001693627,0.00006305314,0.9917809,0.00002948462,0.00002107885,0.001997072,0.00003284596,0.00003271301,0.0003152486,0.00002101923,0.0001407029,0.005396458],"study_design_scores_gemma":[0.00001221547,0.0002461681,0.980144,0.00002981941,0.0000290789,0.01854188,0.0001274541,0.0002308318,0.000180919,0.00009918222,0.0003535114,0.00000492126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9968523,0.001852337,0.0001914753,0.00006368128,0.00001799901,0.00001394155,0.0001512859,0.000006798787,0.0008502639],"genre_scores_gemma":[0.9993616,0.0002874719,0.00006618554,0.00001831238,0.00003121572,0.000006926187,0.0001348337,6.048884e-7,0.00009289345],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001620702,"threshold_uncertainty_score":0.005421817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06923669285106249,"score_gpt":0.3445572597024555,"score_spread":0.275320566851393,"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."}}