{"id":"W1992109356","doi":"10.1038/nrneurol.2009.39","title":"Management of agitation and aggression associated with Alzheimer disease","year":2009,"lang":"en","type":"review","venue":"Nature Reviews Neurology","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":407,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Medicine; Aggression; Dementia; Psychiatry; Disease; Psychomotor agitation; Memantine; Distress; Intensive care medicine; Clinical psychology; Internal medicine","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":[0.0008276819,0.001229917,0.002831679,0.001983429,0.0002580859,0.0008724083,0.001383646,0.001519743,0.002613038],"category_scores_gemma":[0.001886283,0.0003162909,0.001136703,0.001286718,0.0004656916,0.0008789338,0.0005660594,0.002175022,0.0009779955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006315368,"about_ca_system_score_gemma":0.0009627559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002258839,"about_ca_topic_score_gemma":0.006378114,"domain_scores_codex":[0.9996322,0.00008433463,0.00009237258,0.0000456825,0.0001142257,0.00003114331],"domain_scores_gemma":[0.9993756,0.0003333146,0.000150299,0.00001313245,0.00009751437,0.0000300139],"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":[0.000220917,0.00009413026,0.0001793448,0.02416484,0.0003826291,0.0002605258,0.000040464,0.0002765935,0.0006091975,0.0006175342,0.01660807,0.9565457],"study_design_scores_gemma":[0.001017681,0.001111789,0.006546643,0.04264435,0.003587364,0.007531993,0.0002562188,0.000750505,0.001224123,0.002722203,0.9324849,0.00012232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001321661,0.9990104,0.0001147535,0.0001569324,0.0001423433,0.000008241237,0.00001082724,0.000006310291,0.0004179538],"genre_scores_gemma":[0.001939471,0.9966403,0.000398371,0.0003770776,0.0002780242,0.00001715659,0.0000272274,0.000001973487,0.0003204171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002831679,"threshold_uncertainty_score":0.008741498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04763315292188003,"score_gpt":0.3862904816319824,"score_spread":0.3386573287101024,"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."}}