{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025844,0.0003681852,0.001948783,0.0002047474,0.00003451388,0.000006833448,0.0001001766,0.0004207443,0.00002262703],"category_scores_gemma":[0.0002548656,0.0002003933,0.0002901242,0.0003614074,0.00007611817,0.00002676064,0.0000505294,0.0009474155,0.00001613618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002537957,"about_ca_system_score_gemma":0.0001287285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.883249e-7,"about_ca_topic_score_gemma":0.000002296247,"domain_scores_codex":[0.9979918,0.0004799098,0.0004837394,0.0004887406,0.000305629,0.0002501902],"domain_scores_gemma":[0.9985191,0.0001507319,0.000520125,0.0004256607,0.0001392662,0.0002451324],"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":[0.0007115817,0.0001722836,0.00002638592,0.008041238,0.0005037406,0.001124057,0.000001461111,1.77231e-8,1.81819e-8,0.0001136321,0.0008011491,0.9885044],"study_design_scores_gemma":[0.001230612,0.0009384784,0.002249774,0.07274447,0.009054214,0.0001254215,2.216831e-7,0.000001216585,1.318439e-7,0.00007766881,0.9134315,0.0001462465],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002952127,0.9962148,9.700342e-7,0.0006896944,0.00005268818,0.002835249,0.00002042802,0.00002133823,0.0001353249],"genre_scores_gemma":[0.00004046163,0.9983451,0.0003095985,0.0005479797,0.00004535318,0.0001695575,0.0004552724,0.00003237327,0.0000542477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9883582,"threshold_uncertainty_score":0.8171802,"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."}}