{"id":"W4402624427","doi":"10.1016/j.jvs.2024.07.052","title":"Appropriateness of Clinical Practice Guideline Recommendations for Management of Delirium after Major Vascular Surgery in Adults","year":2024,"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":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Guideline; Delirium; Clinical Practice; Intensive care medicine; Vascular surgery; Surgery; Nursing; Cardiac surgery; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01861038,0.0006834795,0.001805697,0.004719512,0.002301133,0.003848104,0.002846176,0.005242153,0.002782299],"category_scores_gemma":[0.2005313,0.0006709705,0.002671124,0.003675902,0.0009222289,0.002187745,0.001711626,0.005671218,0.001061062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00509158,"about_ca_system_score_gemma":0.01712264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02660756,"about_ca_topic_score_gemma":0.06776661,"domain_scores_codex":[0.9618883,0.01317299,0.01439853,0.001281026,0.00814589,0.001113437],"domain_scores_gemma":[0.876642,0.04993341,0.02063007,0.001936761,0.04512741,0.005730355],"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":[0.0005546052,0.0008676283,0.1731965,0.006941156,0.001609614,0.001845484,0.003006016,0.002806151,0.0008762773,0.004307989,0.4156889,0.3882999],"study_design_scores_gemma":[0.003005084,0.001611774,0.4139399,0.1157549,0.004773946,0.007881667,0.01110208,0.02381838,0.002843138,0.02501153,0.3891529,0.001104628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.09438403,0.1058251,0.03355861,0.6268458,0.01270388,0.006398305,0.008654836,0.001410062,0.1102194],"genre_scores_gemma":[0.5438119,0.04598409,0.3069794,0.083706,0.003987843,0.004732117,0.006438317,0.0003612834,0.003999217],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02660756,"threshold_uncertainty_score":0.09842223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04091342288491442,"score_gpt":0.3671785936482478,"score_spread":0.3262651707633334,"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."}}