{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001254736,0.0002105455,0.0005916766,0.0000790525,0.0002322075,0.00001493986,0.00056249,0.0002212973,0.006510234],"category_scores_gemma":[0.0001614331,0.0001176968,0.0002356102,0.0001477457,0.001207447,0.0001992631,0.00004475303,0.0002001541,0.00001535794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001974806,"about_ca_system_score_gemma":0.00003321178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003192743,"about_ca_topic_score_gemma":0.00098291,"domain_scores_codex":[0.9976643,0.000619529,0.0007443858,0.0002725998,0.0002310159,0.000468217],"domain_scores_gemma":[0.9979898,0.0007685514,0.0006198902,0.000351006,0.0001799761,0.00009080825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003397339,0.001018229,0.6898597,0.000126447,0.004555957,0.00002890255,0.03909231,0.000001358537,0.05003969,0.04171495,0.05785825,0.1123069],"study_design_scores_gemma":[0.001160305,0.0006317154,0.9687879,0.00009532796,0.0002261534,0.0003146344,0.002686693,1.167602e-7,0.003814757,0.005044842,0.01704791,0.0001896379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605815,0.006774299,0.0005709414,0.02245865,0.00100243,0.0001649089,0.0001116846,0.00002557197,0.008310041],"genre_scores_gemma":[0.9977315,0.0005407177,0.0002730597,0.00043391,0.0002192215,0.00004144597,0.000001005811,0.00001857401,0.0007405396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2789282,"threshold_uncertainty_score":0.9943979,"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."}}