{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01178624,0.001348591,0.00170253,0.0004960492,0.0009202979,0.001042559,0.001276737,0.001468394,0.002948033],"category_scores_gemma":[0.01149058,0.0008731156,0.002333207,0.00055579,0.001849489,0.001222343,0.0008763599,0.002257585,0.0003821325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00144292,"about_ca_system_score_gemma":0.00326009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008035609,"about_ca_topic_score_gemma":0.008538786,"domain_scores_codex":[0.9918859,0.005562582,0.000503748,0.0006567037,0.0007104992,0.000680602],"domain_scores_gemma":[0.9867084,0.006575054,0.002755738,0.001416034,0.0008369889,0.001707833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4630266,0.4983485,0.02100004,0.0004931281,0.001065391,0.00005823883,0.0008743109,0.0002861123,0.00147302,0.00009056927,0.0003288967,0.01295519],"study_design_scores_gemma":[0.07486495,0.883157,0.03976735,0.000045696,0.0005788303,0.00001740436,0.0002364025,0.0005130586,0.0004699806,0.00008871259,0.0002295522,0.00003109339],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986065,0.0001144649,0.00009066282,0.00005421763,0.00003475029,0.0008171549,0.00009148462,0.000004192602,0.0001865429],"genre_scores_gemma":[0.9928034,0.0003775218,0.001167113,0.0002288452,0.0001692475,0.003726486,0.0003278712,0.00000420507,0.001195254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178624,"threshold_uncertainty_score":0.06233233,"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."}}