{"id":"W7117325662","doi":"10.1002/alz70858_101298","title":"Enhancing dementia care practice with Be EPIC‐VR: An implementation science approach","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Western University","funders":"","keywords":"Workforce; Openness to experience; Workflow; Competence (human resources); Dementia; Workforce development; Intervention (counseling)","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":[0.05760824,0.0008347831,0.0009059729,0.004033968,0.00302958,0.006948509,0.003013723,0.002182433,0.00300654],"category_scores_gemma":[0.04386939,0.0007925055,0.001451243,0.002622971,0.003962167,0.003537821,0.004870555,0.002887631,0.0001642431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01369428,"about_ca_system_score_gemma":0.04156176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152947,"about_ca_topic_score_gemma":0.02605417,"domain_scores_codex":[0.9580212,0.03477596,0.00115344,0.0009846736,0.003356533,0.001708151],"domain_scores_gemma":[0.9655038,0.02845522,0.001179656,0.0009488409,0.002935457,0.0009770091],"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":[0.0004464267,0.009704749,0.02040751,0.01763382,0.0006841755,0.0006041064,0.09548879,0.007392047,0.004495316,0.147364,0.003039094,0.69274],"study_design_scores_gemma":[0.004045049,0.03422147,0.09270482,0.04232968,0.003354165,0.0009737803,0.4646681,0.05174275,0.01423272,0.1410577,0.1502534,0.0004164237],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4532079,0.00991472,0.3475353,0.03517511,0.000623222,0.05578134,0.000522383,0.0004456895,0.0967943],"genre_scores_gemma":[0.5254015,0.004696295,0.4415628,0.002378219,0.00006323634,0.02332568,0.0001260282,0.0000339334,0.002412332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05760824,"threshold_uncertainty_score":0.3046651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04718911481117062,"score_gpt":0.4373317173523089,"score_spread":0.3901426025411383,"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."}}