{"id":"W2981049121","doi":"10.1016/j.jalz.2019.06.3885","title":"P4‐222: INTEGRATED CARE PATHWAY FOR AGITATION IN ALZHEIMER'S DEMENTIA","year":2019,"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":"Western University; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Polypharmacy; Psychomotor agitation; Dementia; Medicine; Distress; Psychiatry; Disease; Internal medicine; Clinical psychology","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":[0.001962864,0.000296695,0.00036575,0.00055851,0.0007586772,0.001023862,0.0009177073,0.0005284298,0.00362114],"category_scores_gemma":[0.006022542,0.0001344044,0.0006583977,0.0006837897,0.0001770616,0.0007773071,0.002110913,0.0006801079,0.0005203511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789491,"about_ca_system_score_gemma":0.009990336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006847532,"about_ca_topic_score_gemma":0.01035303,"domain_scores_codex":[0.9987722,0.0005432506,0.0001450848,0.00008764877,0.0002527147,0.0001990082],"domain_scores_gemma":[0.9976004,0.0002397058,0.0004193812,0.0001127739,0.0006465087,0.0009813479],"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":[0.002004505,0.00795508,0.1112132,0.001464177,0.0002507024,0.0005902455,0.0007863161,0.002409999,0.001071806,0.0008994025,0.0257511,0.8456035],"study_design_scores_gemma":[0.01257557,0.05073043,0.7670741,0.003443151,0.001075462,0.005939006,0.003026878,0.02934555,0.007000763,0.00534533,0.1142311,0.0002127648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328597,0.00446422,0.01533801,0.00764731,0.0005541933,0.01278816,0.003239394,0.001459151,0.02164987],"genre_scores_gemma":[0.9360645,0.00229946,0.04557995,0.001791736,0.0002163122,0.006581236,0.003526603,0.0000459604,0.003894214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006847532,"threshold_uncertainty_score":0.01361537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08993076380959318,"score_gpt":0.3673826721798913,"score_spread":0.2774519083702982,"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."}}