{"id":"W2779022724","doi":"10.5770/cgj.20.276","title":"Geriatric Delirium Care: Using Chart Audits to Target Improvement Strategies","year":2017,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sinai Health System; Mount Sinai Hospital","funders":"","keywords":"Delirium; Medicine; Audit; Guideline; Emergency medicine; Odds ratio; Odds; Chart; Geriatrics; Incidence (geometry); Intensive care medicine; Logistic regression; Psychiatry; Internal medicine; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002907538,0.0003081587,0.00040344,0.001030052,0.001371758,0.0007312913,0.0004002056,0.0001747194,0.0003300428],"category_scores_gemma":[0.003607271,0.0003119796,0.0002187717,0.0002664393,0.00008506098,0.0003582686,0.00007441867,0.0005930109,0.00009858613],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508193,"about_ca_system_score_gemma":0.005727594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01407951,"about_ca_topic_score_gemma":0.00987743,"domain_scores_codex":[0.9978323,0.00003675959,0.0004253867,0.0003452039,0.0004155826,0.0009447847],"domain_scores_gemma":[0.9845907,0.00002093205,0.0003265685,0.0005207478,0.01274506,0.001795999],"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":[0.001311027,0.000271368,0.04314734,0.0009565478,0.002032501,0.03206047,0.0146538,0.001448415,0.09857669,0.002245595,0.667832,0.1354642],"study_design_scores_gemma":[0.01580343,0.005027039,0.1597781,0.0008742032,0.002432835,0.01174846,0.1430436,0.001003014,0.0118392,0.002358298,0.6412662,0.004825586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306216,0.002284849,0.00562921,0.01949823,0.008018375,0.001488709,0.0002800535,0.00005154859,0.03212749],"genre_scores_gemma":[0.9741545,0.0001076761,0.003232785,0.01978164,0.002194871,0.00001050915,0.00003243209,0.00007813021,0.0004074278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1306386,"threshold_uncertainty_score":0.9999332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981918417376756,"score_gpt":0.2828535504009799,"score_spread":0.2630343662272124,"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."}}