{"id":"W4280491940","doi":"10.1159/000524533","title":"“Emergency Room Evaluation and Recommendations” and Incident Hospital Admissions in Older People with Major Neurocognitive Disorders Visiting Emergency Department: Results of an Experimental Study","year":2022,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Institut Universitaire de Gériatrie de Montréal; Jewish General Hospital; Montreal Heart Institute","funders":"","keywords":"Emergency department; Medicine; Neurocognitive; Pediatrics; Psychiatry; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004457029,0.0002510826,0.0003073239,0.0002729869,0.0005463044,0.00001015386,0.00004502974,0.00002779052,0.0005367414],"category_scores_gemma":[0.000213996,0.0002409553,0.00004663609,0.0005665583,0.00003525121,0.0002261369,0.0002187364,0.0001631266,2.710472e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002591132,"about_ca_system_score_gemma":0.00005799894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000359682,"about_ca_topic_score_gemma":0.001877577,"domain_scores_codex":[0.9978796,0.0003185798,0.0005407624,0.0006020499,0.0004059016,0.0002530761],"domain_scores_gemma":[0.9992539,0.0000696867,0.0002482188,0.0001032557,0.0001859967,0.0001389065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001100713,0.004299888,0.9342105,0.00006662135,0.0004681347,0.000008053783,0.03179122,0.000004039372,0.0001265113,0.00001226197,0.0002552644,0.02765684],"study_design_scores_gemma":[0.008452678,0.004158267,0.7984676,0.00003422392,0.0009119605,0.000004509957,0.1872686,0.0002030184,0.00005218081,0.0001290773,0.00005164579,0.000266234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887854,0.006990911,0.00003096189,0.0005520005,0.0001946851,0.002814494,0.0001844002,0.00001814109,0.0004289379],"genre_scores_gemma":[0.9949648,0.003569021,0.00004394621,0.00003062871,0.00002352906,0.000843434,0.0004823197,0.00002392089,0.00001839988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554773,"threshold_uncertainty_score":0.9825874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008286722909355592,"score_gpt":0.3031317349873679,"score_spread":0.2948450120780123,"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."}}