{"id":"W4251262713","doi":"10.1093/geront/gnw162.2326","title":"TRAJECTORIES OF PERSONALITY TRAITS PRECEDING DEMENTIA DIAGNOSIS: A COORDINATED ANALYSIS","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Big Five personality traits; Psychology; Personality; Clinical psychology; Developmental psychology; Medicine; Social psychology; Disease; Internal medicine","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":[0.0007800965,0.0001498617,0.0004133081,0.00005937964,0.0003499654,0.00001668702,0.000281071,0.00009080477,0.0007210363],"category_scores_gemma":[0.0002735399,0.00007735503,0.000173923,0.000381139,0.0004730424,0.00004198344,0.00003964672,0.00008605897,0.00003384228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004003922,"about_ca_system_score_gemma":0.00002484611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004533418,"about_ca_topic_score_gemma":0.004448876,"domain_scores_codex":[0.9984326,0.000348127,0.0003703497,0.0002834758,0.0001395217,0.0004259706],"domain_scores_gemma":[0.9986289,0.0007394116,0.0002039417,0.0002887701,0.000084367,0.00005463073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002404291,0.0001918421,0.9312487,0.00004344706,0.004126819,0.000006235914,0.008785831,0.000002034809,0.000190138,0.004669051,0.01601861,0.03447691],"study_design_scores_gemma":[0.0005826743,0.0001390414,0.9927848,0.00002414095,0.0009560489,0.00000214082,0.001430627,0.000002866079,0.0002857222,0.0004046068,0.003254084,0.0001332655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734078,0.004237836,0.002569856,0.006059203,0.0003818579,0.0002609882,0.00006252534,0.00009709038,0.01292281],"genre_scores_gemma":[0.9985862,0.00009289273,0.00005957478,0.0001620267,0.00007801209,0.0001650096,0.000002438345,0.000008097737,0.0008457459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06153614,"threshold_uncertainty_score":0.7894841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05590297913944686,"score_gpt":0.3541681061783445,"score_spread":0.2982651270388976,"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."}}