{"id":"W7117296882","doi":"10.1002/alz70858_103708","title":"From Policy to Practice: Bridging Sectors by Integrating Community Health and Collaborative Approaches to Enhance Neurocognitive Disorder Care","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":"Q & T Research; Université de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Alzheimer Society of Canada; Université Laval; Douglas Mental Health University Institute; Centre Hospitalier Universitaire de Sherbrooke; Ministère de la Santé et des Services Sociaux (Québec); McGill University Health Centre","funders":"","keywords":"Neurocognitive; Grassroots; Health care; Bridging (networking); Intervention (counseling); Community engagement; Community health; Collaborative Care","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":[0.08585583,0.001682374,0.001237136,0.004634946,0.01686004,0.03438465,0.006256446,0.02356204,0.01934363],"category_scores_gemma":[0.09283938,0.001275078,0.001970931,0.004000126,0.03785148,0.04252353,0.06203087,0.01842999,0.004553547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02174165,"about_ca_system_score_gemma":0.1424208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009840834,"about_ca_topic_score_gemma":0.009390097,"domain_scores_codex":[0.893408,0.07727009,0.002911273,0.006185399,0.009940306,0.01028494],"domain_scores_gemma":[0.8890145,0.05415933,0.005637021,0.01208178,0.009285093,0.0298223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001338552,0.001247869,0.005411954,0.003065142,0.0002138804,0.001247803,0.07585584,0.00174566,0.001085573,0.455455,0.1220577,0.3324797],"study_design_scores_gemma":[0.000169216,0.0003746014,0.002268967,0.006128199,0.00008709192,0.0003673574,0.07060318,0.001336663,0.0007485612,0.5540823,0.3637103,0.0001235955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009341541,0.007304437,0.03346156,0.8831306,0.003950843,0.0007477863,0.00007191167,0.0002892631,0.06170206],"genre_scores_gemma":[0.6109636,0.01686637,0.13247,0.2163776,0.003561411,0.003448264,0.0002645467,0.0004617143,0.0155865],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08585583,"threshold_uncertainty_score":0.4540545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03875773116782032,"score_gpt":0.3760552249529504,"score_spread":0.3372974937851301,"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."}}