{"id":"W1997381719","doi":"10.4088/jcp.v69n0602","title":"Elderly Patients With Dementia-Related Symptoms of Severe Agitation and Aggression","year":2008,"lang":"en","type":"review","venue":"The Journal of Clinical Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health","keywords":"Dementia; Medicine; Psychiatry; Antipsychotic; Population; Atypical antipsychotic; Adverse effect; Olanzapine; Schizophrenia (object-oriented programming); 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":[0.002960771,0.0002586719,0.0005515455,0.0004643392,0.0009470048,0.0003589823,0.0002327199,0.0007601695,0.003147056],"category_scores_gemma":[0.005719512,0.0001055232,0.0006286866,0.0006325754,0.0001878316,0.0004112041,0.0006910998,0.0007915542,0.0008098994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004324583,"about_ca_system_score_gemma":0.001626349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119245,"about_ca_topic_score_gemma":0.006350932,"domain_scores_codex":[0.9983827,0.00060395,0.0003446217,0.00009630807,0.0004068635,0.0001654503],"domain_scores_gemma":[0.997867,0.0004284264,0.0006543615,0.00005794839,0.0007358787,0.0002563427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001934654,0.0009869175,0.5046018,0.006672098,0.0006807805,0.005388882,0.003129008,0.0002961235,0.004191746,0.0007434902,0.108621,0.3627535],"study_design_scores_gemma":[0.001782338,0.003818143,0.7954735,0.006801825,0.001003018,0.01773346,0.006278963,0.0003512822,0.001412058,0.001991333,0.1632522,0.0001018857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7697825,0.05500377,0.002232425,0.06728029,0.002564516,0.002725182,0.002889673,0.0001665048,0.09735516],"genre_scores_gemma":[0.95217,0.01153925,0.002896045,0.02732456,0.001015447,0.0006416371,0.0007605682,0.000006713187,0.003645743],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003147056,"threshold_uncertainty_score":0.01565826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0372571927594376,"score_gpt":0.4136331239948118,"score_spread":0.3763759312353742,"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."}}