{"id":"W2981523439","doi":"10.1213/ane.0000000000004486","title":"The Perioperative Neurocognitive Disorders","year":2019,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Terminology; Neurocognitive; Perioperative medicine; Perioperative; Psychiatry; Anesthesiology; Cognition; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003839686,0.001081364,0.0008598853,0.0014657,0.001012637,0.003312566,0.0007674642,0.001317001,0.03854335],"category_scores_gemma":[0.002850017,0.0004094117,0.001042128,0.001045674,0.0008277652,0.002747626,0.001877994,0.004204398,0.0168408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038899,"about_ca_system_score_gemma":0.00207262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366768,"about_ca_topic_score_gemma":0.003300158,"domain_scores_codex":[0.9993716,0.0001171941,0.00006185033,0.00009045615,0.0002842883,0.00007471367],"domain_scores_gemma":[0.9990761,0.0003717873,0.0001119151,0.00004091836,0.0002544247,0.0001448457],"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":[0.00002845144,0.00004307954,0.0002989432,0.0006721803,0.00001261195,0.0004248965,0.000631117,0.0001132531,0.0004763837,0.01019894,0.7980015,0.1890987],"study_design_scores_gemma":[0.000005371776,0.00003327435,0.000689826,0.0008560782,0.000007322865,0.001871492,0.0001618976,0.00005129601,0.00008529452,0.003485519,0.9927402,0.00001243957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.005218851,0.344582,0.008800092,0.05144088,0.1008511,0.0005131498,0.001968998,0.001041454,0.4855835],"genre_scores_gemma":[0.01993588,0.2455272,0.0116317,0.04532974,0.03172081,0.0005878971,0.002140528,0.0007577114,0.6423686],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03854335,"threshold_uncertainty_score":0.1289403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004562743993926621,"score_gpt":0.2332825496324835,"score_spread":0.2287198056385568,"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."}}