{"id":"W2332213671","doi":"10.1093/geronb/gbw006","title":"Trajectories of Personality Traits Preceding Dementia Diagnosis","year":2016,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Institute on Aging; National Institutes of Health","keywords":"Neuroticism; Dementia; Extraversion and introversion; Personality; Psychology; Big Five personality traits; Longitudinal study; Clinical psychology; Personality changes; Eysenck Personality Questionnaire; Psychiatry; Developmental psychology; 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":[0.0009539407,0.0002317763,0.0002094173,0.0009475888,0.0003659265,0.0007476207,0.0002292712,0.000348822,0.00103568],"category_scores_gemma":[0.006238962,0.0001885943,0.0003306624,0.0006148299,0.0002143949,0.000407282,0.0007554765,0.000751514,0.0002043572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005495821,"about_ca_system_score_gemma":0.0004510919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01777091,"about_ca_topic_score_gemma":0.01446926,"domain_scores_codex":[0.9996377,0.0001087586,0.00002313977,0.00006639851,0.00007277881,0.00009117589],"domain_scores_gemma":[0.9967374,0.0007245687,0.001122591,0.0001892785,0.0005704356,0.0006556773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001433768,0.00002744352,0.9948459,0.000007212049,0.00002604657,0.00008943195,0.0003763079,0.0002100748,0.0002380373,0.00004059744,0.00008175521,0.003913825],"study_design_scores_gemma":[0.00000144127,0.00004959761,0.9991896,0.000006508446,0.000005156811,0.0001268916,0.0001672858,0.0002646257,0.00005377217,0.0000495285,0.00008232773,0.000003371383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991216,0.0001492398,0.0001471203,0.00005662359,0.000002835906,0.000005656916,0.0002601719,0.000005470707,0.0002511626],"genre_scores_gemma":[0.9992022,0.000102478,0.0001430235,0.000006803222,0.000002035972,0.000003417927,0.0003828251,0.000001377273,0.0001557593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01777091,"threshold_uncertainty_score":0.03533494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128045064891197,"score_gpt":0.3763465714288791,"score_spread":0.2635420649397594,"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."}}