{"id":"W2011037799","doi":"10.4236/aar.2013.21004","title":"Personality change in older adults with dementia: Occurrence and association with severity of cognitive impairment","year":2013,"lang":"en","type":"article","venue":"Advances in Aging Research","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada; Bayer Canada; Medical Research Council; Pfizer Canada; University of Ottawa; Canadian Institutes of Health Research; Promotion and Mutual Aid Corporation for Private Schools of Japan; Australian Psychological Society; Pfizer","keywords":"Dementia; Personality; Psychology; Mood; Association (psychology); Cognition; Personality disorders; Clinical psychology; Personality changes; Big Five personality traits; Cognitive decline; Exaggeration; Cognitive impairment; Psychiatry; Medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006301098,0.0002187028,0.0002687966,0.001477465,0.0005421495,0.0004501284,0.0002718771,0.0003814873,0.0006436393],"category_scores_gemma":[0.003506487,0.0002232524,0.0003144955,0.001135209,0.0003818777,0.0003397357,0.0005521273,0.0005967467,0.0001221445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004828774,"about_ca_system_score_gemma":0.0003083598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02280686,"about_ca_topic_score_gemma":0.03752495,"domain_scores_codex":[0.999606,0.00009072967,0.00006959982,0.00004802504,0.0001136053,0.00007214661],"domain_scores_gemma":[0.9971975,0.0003514042,0.001479877,0.000120971,0.0003193369,0.00053095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003973491,0.00001492767,0.9992217,0.000003008583,0.00001305203,0.00002306865,0.00007512841,0.000008607976,0.00003974375,0.00000239645,0.00001463627,0.0005439524],"study_design_scores_gemma":[0.00000102619,0.00003621015,0.9997651,0.000001191044,0.00000271799,0.00006950602,0.00007345473,0.00002596686,0.00000624258,0.000003171231,0.00001444708,0.000001013239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995642,0.0001724782,0.00001562691,0.00001773309,0.00000261426,0.000004959868,0.00007845645,0.000001175367,0.0001425934],"genre_scores_gemma":[0.9996847,0.00009036101,0.00003819578,0.000009520248,0.000005033702,0.000002892542,0.0001224504,3.244624e-7,0.00004657702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02280686,"threshold_uncertainty_score":0.04534823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03506456201536466,"score_gpt":0.401251364622183,"score_spread":0.3661868026068184,"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."}}