{"id":"W4247239488","doi":"10.1016/j.jvs.2018.03.245","title":"SS26. The Effect of Preoperative Cognitive Impairment and Type of Vascular Surgery Procedure on Postoperative Delirium With Associated Cost Implications","year":2018,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Delirium; Dementia; Montreal Cognitive Assessment; Odds ratio; Prospective cohort study; Surgery; Cohort study; Stroke (engine); Retrospective cohort study; Incidence (geometry); Internal medicine; Intensive care medicine; Disease","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":[0.001456809,0.0003965569,0.0004972137,0.0005568826,0.0003507825,0.0008854273,0.0003762616,0.0004003383,0.02244614],"category_scores_gemma":[0.007286566,0.0001545522,0.00246433,0.001084435,0.0002045083,0.0004459413,0.0006164987,0.0007301592,0.002039384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008781211,"about_ca_system_score_gemma":0.002225378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007528895,"about_ca_topic_score_gemma":0.01671983,"domain_scores_codex":[0.9993811,0.0001867556,0.000104464,0.00005813947,0.0001633989,0.0001060356],"domain_scores_gemma":[0.9939905,0.001727089,0.001517571,0.0002798174,0.001077655,0.001407391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1049412,0.002045885,0.7291583,0.001050303,0.003897232,0.0004708424,0.0001393155,0.001182004,0.001873544,0.0004818194,0.01174942,0.1430101],"study_design_scores_gemma":[0.001477649,0.0078101,0.9838718,0.000221448,0.001430997,0.000218639,0.0001307884,0.0006897486,0.0004963102,0.0003063601,0.00331196,0.00003428589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813457,0.002385415,0.0002879141,0.0009592446,0.0003168683,0.0001011473,0.006697926,0.00003662676,0.00786911],"genre_scores_gemma":[0.9884647,0.0007861558,0.0004280223,0.0002838708,0.0001666337,0.00007351363,0.004072898,0.00001583717,0.00570845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02244614,"threshold_uncertainty_score":0.07508975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541214326989839,"score_gpt":0.2805120474026491,"score_spread":0.2650999041327508,"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."}}