{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006684816,0.0002987161,0.0008680003,0.0007893124,0.00002904568,0.000001364194,0.0001827555,0.0001192787,0.01767883],"category_scores_gemma":[0.007102456,0.0002198602,0.000299023,0.0006889511,0.00004317882,0.000169585,0.00004840222,0.0005456397,0.0001293705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000216197,"about_ca_system_score_gemma":0.0001633203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004275272,"about_ca_topic_score_gemma":0.00003353535,"domain_scores_codex":[0.9963182,0.000122939,0.001882515,0.00026231,0.0009954134,0.0004186411],"domain_scores_gemma":[0.9830974,0.00006267751,0.0007920366,0.0002554418,0.01550002,0.0002924128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007995156,0.0006154992,0.844126,0.0001572479,0.0002080336,0.00008637405,0.0007152462,0.000004784149,0.002149607,0.00001555699,0.1491026,0.002019535],"study_design_scores_gemma":[0.01312983,0.003328949,0.9673194,0.001113684,0.0003893429,0.00005040846,0.003736736,0.00004605105,0.000439074,0.0003094974,0.009850414,0.0002865905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972926,0.001718106,0.0001824257,0.004546145,0.01206455,0.0008394812,0.000005124971,0.00001126984,0.007706888],"genre_scores_gemma":[0.9921196,0.002436052,0.0001194193,0.003264457,0.0005523103,0.000009930202,0.00005310811,0.00004692722,0.001398242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1392522,"threshold_uncertainty_score":0.9832191,"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."}}