{"id":"W4408210892","doi":"10.5770/cgj.28.820","title":"The Canadian Coalition for Seniors’ Mental Health Canadian Clinical Practice Guidelines for Assessing and Managing Behavioural and Psychological Symptoms of Dementia (BPSD)","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of British Columbia; Island Health; Thunder Bay Regional Health Sciences Centre; Health Sciences Centre; Sunnybrook Health Science Centre; Innovation Initiatives Ontario North; University of Toronto; Baycrest Hospital; Université de Montréal; University of Calgary","funders":"","keywords":"Dementia; Medicine; Guideline; Mental health; Psychological intervention; Psychiatry; Context (archaeology); Anxiety; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.007345434,0.0001800189,0.000381843,0.0005361933,0.001631574,0.0003940846,0.0001365318,0.0001929669,0.00001677646],"category_scores_gemma":[0.01461568,0.0001534322,0.0001345211,0.000256144,0.0001493366,0.0002796919,0.00002076242,0.0004601273,5.22192e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083605,"about_ca_system_score_gemma":0.007915796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.853429,"about_ca_topic_score_gemma":0.9888741,"domain_scores_codex":[0.9966098,0.0002334075,0.001882461,0.0003281288,0.0002266004,0.0007195828],"domain_scores_gemma":[0.9938638,0.0015725,0.000683816,0.0001980791,0.001758249,0.001923565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003168484,0.00006589967,0.1283821,0.0001172491,0.0004701234,0.00004766438,0.0002147127,0.000005471811,0.000008139837,0.003036718,0.3520356,0.5152994],"study_design_scores_gemma":[0.005977549,0.001060308,0.168704,0.0002124337,0.001206263,0.001151916,0.005466314,0.00220815,0.000002302157,0.001608017,0.8120881,0.0003146427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1473891,0.005317065,0.005904423,0.8333349,0.003910582,0.002915539,0.0006402252,0.0000167287,0.0005714089],"genre_scores_gemma":[0.8841139,0.001937882,0.06454828,0.04803845,0.000880504,0.00004248043,0.000272756,0.00004074327,0.0001249996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7852965,"threshold_uncertainty_score":0.9996682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3087582379202193,"score_gpt":0.5569932909209747,"score_spread":0.2482350530007554,"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."}}