{"id":"W4406030218","doi":"10.1002/alz.093091","title":"Standardizing Care for Agitation in Alzheimer’ Dementia: Results from a Randomized Controlled Trial of an Integrated Care Pathway versus Usual Care ‐The StaN trial","year":2024,"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":"Ontario Shores Centre for Mental Health Sciences; Hotchkiss Brain Institute; McGill University; University of Calgary; McMaster University; Queen's University; West Park Healthcare Centre; Public Health Ontario; Toronto Dementia Research Alliance; Western University; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Polypharmacy; Dementia; Randomized controlled trial; Psychomotor agitation; Medicine; Randomization; Clinical endpoint; Quality of life (healthcare); Physical therapy; Psychiatry; Internal medicine; Disease","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":[0.004601115,0.00100156,0.002682302,0.0005095461,0.0003974947,0.001307057,0.0009271884,0.001507898,0.004701254],"category_scores_gemma":[0.009448661,0.0003827047,0.003086738,0.0006925615,0.0008897769,0.001105023,0.0006366643,0.002258848,0.0003117702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109044,"about_ca_system_score_gemma":0.002221058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001819673,"about_ca_topic_score_gemma":0.002561756,"domain_scores_codex":[0.9952448,0.0034049,0.0004679102,0.0004151759,0.0002595571,0.0002075948],"domain_scores_gemma":[0.996644,0.001280727,0.000981743,0.0002670817,0.000303997,0.0005224828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9592928,0.005599414,0.001872712,0.00275061,0.006698146,0.0000259585,0.00008094711,0.0003695478,0.0003117203,0.0002744497,0.0009221139,0.02180166],"study_design_scores_gemma":[0.9641458,0.0274954,0.003241251,0.0003283338,0.003397752,0.00001666511,0.00004747246,0.0004596092,0.0001329509,0.0002894947,0.0004313974,0.00001396426],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777233,0.01154298,0.0008453975,0.000990766,0.0006019888,0.004823954,0.0008583004,0.0001081381,0.002505237],"genre_scores_gemma":[0.9852746,0.003220952,0.002163562,0.0008209496,0.0003714034,0.006572475,0.0007720457,0.00001148204,0.0007925673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004701254,"threshold_uncertainty_score":0.02433336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03767096625791811,"score_gpt":0.3519691114449912,"score_spread":0.3142981451870731,"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."}}