{"id":"W2794887143","doi":"10.1093/geronb/gby034","title":"Increases in Neuroticism May Be an Early Indicator of Dementia: A Coordinated Analysis","year":2018,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Forskningsrådet för Arbetsliv och Socialvetenskap; National Institute on Aging; National Institutes of Health; Wenner-Gren Stiftelserna","keywords":"Neuroticism; Dementia; Psychology; Personality; Big Five personality traits; Clinical psychology; Longitudinal study; Cognitive decline; Personality changes; Openness to experience; Medicine; Social psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004972651,0.0004673708,0.0009121664,0.002860859,0.000742187,0.001816343,0.0006958257,0.0003054913,0.001310335],"category_scores_gemma":[0.01231504,0.0003686218,0.001539634,0.003648513,0.0003940274,0.0009115647,0.002507168,0.0004872975,0.0002337607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000843305,"about_ca_system_score_gemma":0.0009681908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205242,"about_ca_topic_score_gemma":0.02225194,"domain_scores_codex":[0.9968509,0.001585505,0.0002567397,0.0007655484,0.0002958739,0.0002454935],"domain_scores_gemma":[0.9921153,0.002536717,0.00213221,0.001508473,0.001202747,0.0005045702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009414204,0.00002160447,0.9890327,0.00004453219,0.0005293564,0.00006023298,0.0004015431,0.0004307053,0.0002312818,0.0001516428,0.0005841336,0.008418041],"study_design_scores_gemma":[0.000003433652,0.00002779971,0.9968668,0.00002057309,0.0001069451,0.00005958565,0.0002851326,0.001818315,0.00007010656,0.0002997342,0.0004333269,0.000008295184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905474,0.000681224,0.004044029,0.0002514829,0.00001877812,0.00006118097,0.003161119,0.00008569741,0.001149087],"genre_scores_gemma":[0.9930553,0.0001914306,0.003329528,0.00003723737,0.00001163244,0.00007357152,0.002964065,0.00002411394,0.0003130703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01205242,"threshold_uncertainty_score":0.02629822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08805945018469875,"score_gpt":0.3948263778297541,"score_spread":0.3067669276450554,"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."}}