{"id":"W2133648952","doi":"10.1007/s12630-011-9658-4","title":"Postoperative delirium: risk factors and management: Continuing Professional Development","year":2012,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Delirium; Medicine; Intensive care medicine; Perioperative; Sedation; Antipsychotic; Schizophrenia (object-oriented programming); Anesthesia; Psychiatry","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001458089,0.00104384,0.002816913,0.002507356,0.0007573615,0.0002327163,0.0004942666,0.00060365,0.0002627178],"category_scores_gemma":[0.001150116,0.0007665702,0.0008171365,0.0005552988,0.000401129,0.0004011788,0.00003141014,0.002840365,0.00003013831],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001889933,"about_ca_system_score_gemma":0.006879954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093406,"about_ca_topic_score_gemma":0.003062531,"domain_scores_codex":[0.995101,0.0005148191,0.001824913,0.0004145406,0.0007345987,0.001410115],"domain_scores_gemma":[0.9852384,0.0002300476,0.002016535,0.0002621953,0.008018127,0.004234713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00007786768,0.00005875276,0.002415655,0.002993409,0.001852136,0.435917,0.004992563,7.117767e-7,1.4826e-7,0.00009968712,0.005488309,0.5461038],"study_design_scores_gemma":[0.0004783738,0.0002722999,0.001318404,0.01181547,0.002437519,0.4911097,0.002952049,2.366325e-7,0.000001051413,0.000006429612,0.4891739,0.000434612],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05242069,0.9444214,0.000007105582,0.0006617972,0.001024054,0.0009514797,0.00002615307,0.00001039498,0.0004769511],"genre_scores_gemma":[0.009207787,0.9865286,0.0006658927,0.0006051376,0.0007113464,0.00001823582,0.0001055313,0.0002468557,0.001910664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5456691,"threshold_uncertainty_score":0.9994785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349800298913924,"score_gpt":0.2699600001983469,"score_spread":0.2464619972092076,"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."}}