{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000284267,0.0001110555,0.0002428768,0.0003133425,0.0001072419,0.00002484945,0.0006938209,0.00001613442,0.000008598042],"category_scores_gemma":[0.00004258312,0.00009535803,0.00015983,0.0005281368,0.0000452729,0.0002914167,0.0001730429,0.0001663445,2.395625e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000433595,"about_ca_system_score_gemma":0.0003947635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002323178,"about_ca_topic_score_gemma":0.000003493642,"domain_scores_codex":[0.9984848,0.00004296064,0.0005833586,0.0001693368,0.000520314,0.0001991677],"domain_scores_gemma":[0.9987283,0.00003632057,0.00044388,0.000299354,0.0002186906,0.0002734496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002378485,0.01439154,0.02702747,0.0002149303,0.001046279,0.00008982111,0.01482942,0.256131,0.004907879,0.1333017,0.007068327,0.5386131],"study_design_scores_gemma":[0.01084514,0.01098468,0.1195356,0.0001240319,0.001960489,0.0000731962,0.001562862,0.8477662,0.0002072334,0.00395321,0.00235006,0.000637229],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7511886,0.007352676,0.2341021,0.005056098,0.0005850784,0.001405841,0.0001939476,0.00003974681,0.00007593302],"genre_scores_gemma":[0.9924188,0.00001512089,0.007181757,0.000239222,0.00004867457,0.00007306006,0.00000828948,0.00001047385,0.000004593689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5916352,"threshold_uncertainty_score":0.3888588,"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."}}