{"id":"W3197068736","doi":"10.1016/j.jamda.2021.07.037","title":"Nonpharmacologic Interventions for Care Home Residents With Dementia: Utility of Current Practices","year":2021,"lang":"en","type":"letter","venue":"Journal of the American Medical Directors Association","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; Athabasca University; University of Calgary; University of Alberta","funders":"","keywords":"Scopus; Medicine; Dementia; Context (archaeology); Psychiatry; Psychological intervention; MEDLINE; Quality of life (healthcare); Gerontology; Family medicine; Nursing","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":[0.00448374,0.0002747901,0.0006540249,0.0008801789,0.001278645,0.002028006,0.0008676048,0.005333065,0.002810717],"category_scores_gemma":[0.04157471,0.0001624247,0.000605286,0.0009564766,0.0005230553,0.001881041,0.0004727248,0.002564143,0.0003447151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001812375,"about_ca_system_score_gemma":0.004332327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009837117,"about_ca_topic_score_gemma":0.03390995,"domain_scores_codex":[0.9975714,0.001150993,0.0004376001,0.0001363973,0.0005751021,0.0001284457],"domain_scores_gemma":[0.9691935,0.02162416,0.002308222,0.0005466691,0.004264609,0.002062961],"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":[0.001782085,0.003577244,0.4168469,0.001197153,0.0002251405,0.003593897,0.001161205,0.0008828792,0.0004760295,0.001826656,0.1433523,0.4250786],"study_design_scores_gemma":[0.004300428,0.004925725,0.7536094,0.01053958,0.001288422,0.005614675,0.007052243,0.008707707,0.0008065506,0.01182337,0.1911143,0.000217612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1140248,0.02655911,0.0007289807,0.8097674,0.003995096,0.0001875425,0.0004006783,0.00008331495,0.04425313],"genre_scores_gemma":[0.7378579,0.03609966,0.006774933,0.1945361,0.01795994,0.0003694785,0.0004049025,0.00002576847,0.005971265],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009837117,"threshold_uncertainty_score":0.02371258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05456828138057242,"score_gpt":0.4262130152319072,"score_spread":0.3716447338513348,"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."}}