{"id":"W7117309306","doi":"10.1002/alz70858_102455","title":"Empowering Out‐of‐Home Participation and Collaborative Care in Early‐Stage Dementia: From Concept to Technology Use","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Institut Universitaire de Gériatrie de Montréal; Simon Fraser University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Toronto; Royal Bank of Canada; Ontario Brain Institute","funders":"","keywords":"Intervention (counseling); Empowerment; Negotiation; Dignity; Health care; Psychological intervention; Empirical research; Knowledge translation","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01634662,0.0006341584,0.0004927339,0.001688381,0.003778191,0.008424971,0.00228542,0.002065824,0.002594842],"category_scores_gemma":[0.01278332,0.0004494287,0.0007192965,0.001109919,0.02140584,0.008548156,0.01126466,0.003078717,0.0002545187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005545647,"about_ca_system_score_gemma":0.01132602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586627,"about_ca_topic_score_gemma":0.00203549,"domain_scores_codex":[0.9852201,0.01250214,0.0003704335,0.0004274273,0.0009092471,0.0005706041],"domain_scores_gemma":[0.9854984,0.01218897,0.0004593829,0.0005202701,0.0005031141,0.0008298209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001470368,0.0008172672,0.003799071,0.005182207,0.00005077725,0.0008466928,0.5718108,0.0006138019,0.001761844,0.1689763,0.003829227,0.242165],"study_design_scores_gemma":[0.0003566324,0.001895496,0.007505935,0.01999311,0.0002223036,0.00289621,0.49992,0.002393072,0.00447409,0.1810821,0.2790799,0.0001811861],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5403208,0.0394673,0.206183,0.0688383,0.001315257,0.006560131,0.0001855921,0.00040992,0.1367197],"genre_scores_gemma":[0.8944063,0.01191734,0.08060458,0.003248211,0.00009172953,0.005481291,0.00004579398,0.00005191697,0.004152881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01634662,"threshold_uncertainty_score":0.08645022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182115431402255,"score_gpt":0.35345041949934,"score_spread":0.3316292651853175,"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."}}