{"id":"W4213097268","doi":"10.3233/jad-215403","title":"Virtual Behavioural Medicine Program: A Novel Model of Care for Neuropsychiatric Symptoms in Dementia1","year":2022,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; Public Health Ontario; University of Toronto","funders":"Morris Kerzner Memorial Fund","keywords":"Virtual patient; Sample (material); Emergency department; Virtual agent; Unit (ring theory); Virtual reality","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":[0.0008756166,0.0004200842,0.0001957137,0.0004862327,0.0005971347,0.0007480886,0.001135973,0.0004732492,0.002141677],"category_scores_gemma":[0.001789058,0.0001203942,0.0005361136,0.0002297988,0.0005814811,0.0005236594,0.001545443,0.0005568303,0.0003036078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009809303,"about_ca_system_score_gemma":0.001746725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002903689,"about_ca_topic_score_gemma":0.00597738,"domain_scores_codex":[0.9991844,0.0005368435,0.000025158,0.00006253832,0.0001116273,0.00007940706],"domain_scores_gemma":[0.9993644,0.0002039111,0.00007471228,0.00004623921,0.00003948631,0.0002712552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001747727,0.02374652,0.05496074,0.001391522,0.0003216621,0.0008302348,0.005243826,0.009358478,0.008685929,0.009581636,0.01856896,0.8655628],"study_design_scores_gemma":[0.008247514,0.09180877,0.4412653,0.002426169,0.00136991,0.01012007,0.01314542,0.1265033,0.01824315,0.03832221,0.2479771,0.0005709865],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101105,0.001680434,0.04866124,0.006003012,0.0004056212,0.001687566,0.0003074383,0.0008485848,0.03029559],"genre_scores_gemma":[0.9317196,0.0009696913,0.06092377,0.001138611,0.0001319911,0.00166172,0.0002320163,0.00002551602,0.003197047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002903689,"threshold_uncertainty_score":0.007164657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688505858232797,"score_gpt":0.3180998428318964,"score_spread":0.2712147842495685,"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."}}