{"id":"W2965641823","doi":"10.1016/j.jemermed.2019.05.024","title":"Unrecognized Incident Delirium in Older Emergency Department Patients","year":2019,"lang":"en","type":"article","venue":"Journal of Emergency Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Institut Universitaire de Gériatrie de Montréal; Sunnybrook Health Science Centre; Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Université de Montréal; Cegep regional de Lanaudiere; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Centre hospitalier universitaire de Québec; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Ottawa Hospital; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre hospitalier de l'Université Laval; Hôpital du Sacré-Cœur de Montréal; Centre for Interdisciplinary Research in Rehabilitation; Centre Hospitalier de l’Université de Montréal; Université Laval; Centre Integre de Sante et de Services Sociaux de Laval","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Emergency department; Delirium; Emergency medicine; Medical emergency; Intensive care medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006125135,0.0003661333,0.0004661439,0.001204831,0.0006441505,0.001242349,0.0004152168,0.0008697722,0.002717764],"category_scores_gemma":[0.007707607,0.0003814521,0.0005520444,0.0007486713,0.0003827587,0.001188667,0.001022299,0.001215417,0.000273031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005200888,"about_ca_system_score_gemma":0.0006237764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005477846,"about_ca_topic_score_gemma":0.008980454,"domain_scores_codex":[0.9992119,0.0001285741,0.0001971036,0.0001059963,0.0001807266,0.0001756641],"domain_scores_gemma":[0.9968933,0.0005945501,0.00164288,0.0001173102,0.0003234551,0.0004285623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001620884,0.00006977154,0.9974812,0.00002408335,0.00004157865,0.000430577,0.0001248889,0.00002058349,0.00006242147,0.00001627062,0.0001088728,0.001457638],"study_design_scores_gemma":[0.00001143542,0.0001383863,0.9968132,0.0000511247,0.00004038616,0.001579752,0.0009168415,0.0001869709,0.00004365348,0.00007473798,0.0001342032,0.000009327555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982344,0.0005105527,0.00004722056,0.0001073899,0.000031999,0.000009547293,0.0001432293,0.00000318026,0.0009125191],"genre_scores_gemma":[0.9992505,0.0002346963,0.00006086198,0.00006710338,0.00003984626,0.000005417894,0.0001905391,0.000001226047,0.0001498344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005477846,"threshold_uncertainty_score":0.01089191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02351226023581285,"score_gpt":0.3244497215158855,"score_spread":0.3009374612800726,"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."}}