{"id":"W4390083128","doi":"10.1093/geroni/igad104.1304","title":"THE IMPORTANCE OF PERSONALITY TRAITS FOR COGNITIVE HEALTHSPAN","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Regina","funders":"","keywords":"Conscientiousness; Neuroticism; Big Five personality traits; Dementia; Extraversion and introversion; Psychology; Personality; Cognitive decline; Clinical psychology; Cognition; Gerontology; Proportional hazards model; Demography; Medicine; Psychiatry; 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":[0.001442034,0.0002931598,0.0002194312,0.0005377436,0.0004134268,0.001004825,0.0002249766,0.0003046078,0.002549834],"category_scores_gemma":[0.008144107,0.0001795403,0.0006310028,0.000519073,0.0003583904,0.0003890496,0.0006900514,0.0007253675,0.0001998762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002938252,"about_ca_system_score_gemma":0.0003476501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003588982,"about_ca_topic_score_gemma":0.004500871,"domain_scores_codex":[0.9994017,0.0003016815,0.00004309635,0.0000998945,0.00007778472,0.00007580558],"domain_scores_gemma":[0.9949141,0.001626989,0.002012444,0.0005277026,0.0002844048,0.0006344239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000116609,0.00003107712,0.9897948,0.00001912414,0.0001326803,0.00008029258,0.0002768682,0.0001897855,0.0002371687,0.000167223,0.0001655547,0.008788874],"study_design_scores_gemma":[0.000001438973,0.00003085019,0.9989936,0.00001098715,0.00001500494,0.00006869825,0.00008925291,0.0003415329,0.00002836469,0.0002905727,0.0001255285,0.000004275173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973341,0.0004184709,0.0006677338,0.0002228916,0.00001880333,0.000008444481,0.0002708732,0.000009322235,0.001049359],"genre_scores_gemma":[0.9995458,0.00005993291,0.0001695739,0.0000232697,0.000006983761,0.000002838111,0.00007965592,0.000001414302,0.0001104524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003588982,"threshold_uncertainty_score":0.008530021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148907257274337,"score_gpt":0.4349468365093163,"score_spread":0.3200561107818826,"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."}}