{"id":"W2900177412","doi":"10.1093/geroni/igy023.1391","title":"ARE HEALTH EVENTS ASSOCIATED WITH PERSONALITY CHANGE? EVIDENCE FROM A 15 STUDY COORDINATED INTEGRATIVE DATA ANALYSIS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Spurious relationship; Trait; Big Five personality traits; Personality; Agreeableness; Context (archaeology); Developmental psychology; Health and Retirement Study; Clinical psychology; Social psychology; Gerontology; Medicine; Biology; Statistics; Computer science","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":[0.08170364,0.0009770381,0.002215791,0.003375446,0.0021136,0.003185409,0.002793938,0.001292132,0.002565147],"category_scores_gemma":[0.1530879,0.001334429,0.007547106,0.005735024,0.002404115,0.002583643,0.007137853,0.001537424,0.0002401776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001774488,"about_ca_system_score_gemma":0.003706511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01297986,"about_ca_topic_score_gemma":0.01923745,"domain_scores_codex":[0.8898571,0.07608148,0.01185638,0.01252941,0.007364999,0.002310681],"domain_scores_gemma":[0.7828475,0.1254308,0.03923122,0.03453453,0.01471692,0.003239116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001290811,0.0001393477,0.9145708,0.00416527,0.04208857,0.0001576394,0.003840998,0.0002794593,0.0002230442,0.001431333,0.001675734,0.03013712],"study_design_scores_gemma":[0.0002388817,0.0006601947,0.9587386,0.003545956,0.02504661,0.0002265704,0.001967471,0.0005020552,0.0003281474,0.001795203,0.006870293,0.00007985693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8756931,0.08796154,0.01824548,0.002992374,0.0006657325,0.001160702,0.006845692,0.0001620778,0.006273315],"genre_scores_gemma":[0.9836693,0.004736594,0.007200978,0.0006774591,0.000111697,0.0009777377,0.002328178,0.000067799,0.000230221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08170364,"threshold_uncertainty_score":0.4320953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2729291931698782,"score_gpt":0.47132281967298,"score_spread":0.1983936265031018,"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."}}