{"id":"W7117305992","doi":"10.1002/alz70858_101283","title":"Best Practices for Non‐Pharmacological Treatments for Older Adults in the Geriatric Mental Health Outpatient Services (GMHOS) at the Centre for Addiction and Mental Health (CAMH)","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Best practice; Facilitator; Mental health; Psychological intervention; Addiction; Service (business); Evidence-based practice; Mental health service","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":[0.024481,0.0004596011,0.001155694,0.003678346,0.002232086,0.003592228,0.00272221,0.001362593,0.003852178],"category_scores_gemma":[0.06822053,0.0004457218,0.001731931,0.00389157,0.0009772456,0.002914192,0.002950639,0.002028125,0.0006435421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006620572,"about_ca_system_score_gemma":0.03284464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02535803,"about_ca_topic_score_gemma":0.1100149,"domain_scores_codex":[0.9806272,0.01123965,0.003317453,0.0006105662,0.003612592,0.0005924595],"domain_scores_gemma":[0.9662337,0.01570241,0.006437123,0.001109862,0.006765582,0.003751312],"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":[0.000171535,0.0007912358,0.01163175,0.04382763,0.000305691,0.0005180423,0.01823218,0.0002195879,0.0006860668,0.00171144,0.03865689,0.8832479],"study_design_scores_gemma":[0.001493792,0.002266151,0.1485034,0.3549798,0.002718567,0.00159095,0.0875014,0.001107748,0.002319749,0.007660432,0.3895176,0.0003404248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.1458557,0.4807863,0.02376487,0.2626514,0.003860549,0.0126971,0.002647972,0.001040033,0.06669603],"genre_scores_gemma":[0.3764146,0.2905476,0.2992656,0.0200237,0.0005041156,0.007327551,0.001302264,0.0001602938,0.004454287],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02535803,"threshold_uncertainty_score":0.1294695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07301053263240316,"score_gpt":0.4200508484604931,"score_spread":0.34704031582809,"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."}}