{"id":"W2118470188","doi":"10.1017/s1041610209991505","title":"Management of behavioral problems in Alzheimer's disease","year":2010,"lang":"en","type":"review","venue":"International Psychogeriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":356,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"National Institute on Aging","keywords":"Psychosocial; Dementia; Disease; Psychological intervention; Medicine; Behavior management; Clinical trial; Memantine; Psychiatry; Cognition; Alzheimer's disease; Psychology; Clinical psychology; Intensive care medicine; Psychotherapist","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":[0.0003104156,0.000262524,0.00066695,0.0007297287,0.00001395762,0.00002869995,0.000368478,0.0001627558,0.000596258],"category_scores_gemma":[0.000009299457,0.0002245841,0.0004234831,0.0004735621,0.00005715028,0.00006453593,0.0001286817,0.0004902439,0.0001009983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008047506,"about_ca_system_score_gemma":0.0001775995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001355881,"about_ca_topic_score_gemma":0.000002791483,"domain_scores_codex":[0.9977455,0.0000449594,0.0007236121,0.0004354387,0.0008076569,0.0002428493],"domain_scores_gemma":[0.9990088,0.00003123921,0.0002747529,0.0003195893,0.0001881718,0.0001774605],"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":[0.00005304402,0.001237802,0.003447534,0.003804476,0.0003876191,0.0002479205,0.000009538333,1.564468e-7,4.325807e-7,0.0002943499,0.0002887365,0.9902284],"study_design_scores_gemma":[0.0009727388,0.0001071139,0.005867197,0.006489224,0.001836261,0.00001986924,0.000009950948,0.000003501079,5.302242e-7,0.0001369734,0.9843649,0.000191771],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003193189,0.9859566,0.00003716502,0.00008271154,0.001089383,0.001773177,0.0001508136,0.00002046217,0.01057039],"genre_scores_gemma":[0.000837115,0.9966063,0.0003880005,0.0000161046,0.0001993198,0.0003376968,0.0005759,0.00004277239,0.0009967986],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9900366,"threshold_uncertainty_score":0.9158275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06242226343071856,"score_gpt":0.4342120407261461,"score_spread":0.3717897772954275,"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."}}