{"id":"W4312036827","doi":"10.1093/geroni/igac059.2953","title":"NEW EVIDENCE OF HEALTHIER AGING. POSITIVE COHORT EFFECT ON COGNITIVE DECLINE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Cohort; Cognition; Quartile; Quantile; Cognitive decline; Verbal fluency test; Longitudinal study; Cognitive test; Cohort study; Quantile regression; Population; Cohort effect; Gerontology; Psychology; Cognitive skill; Demography; Medicine; Neuropsychology; Dementia; Disease; Statistics; Psychiatry; Internal medicine; Confidence interval; Environmental health","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":[0.009157119,0.0004576971,0.0004019279,0.001551038,0.000577292,0.001618946,0.000940545,0.001183876,0.01527427],"category_scores_gemma":[0.0279108,0.000381623,0.001752262,0.001402444,0.001024503,0.001351364,0.00150706,0.001434481,0.0006215095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003490108,"about_ca_system_score_gemma":0.0008357339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331102,"about_ca_topic_score_gemma":0.009648814,"domain_scores_codex":[0.9977626,0.000726769,0.0001634171,0.0008317672,0.0002828823,0.0002325968],"domain_scores_gemma":[0.9742151,0.01030869,0.006773968,0.004507532,0.002519221,0.001675483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004304681,0.00007399748,0.9812943,0.0001183215,0.0008524399,0.0002069677,0.0004701111,0.0002138931,0.000440481,0.001606069,0.0007866446,0.01350625],"study_design_scores_gemma":[0.000009427095,0.00007820574,0.9968101,0.00005523692,0.0002518974,0.0001256226,0.0001775121,0.000433353,0.00008687327,0.0009532731,0.001007678,0.00001079907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649888,0.01459605,0.00655518,0.003754492,0.0004602616,0.00003672295,0.002226219,0.0001213419,0.007260979],"genre_scores_gemma":[0.9967117,0.0009307382,0.0006076247,0.0003675532,0.0001684475,0.00001126947,0.0004015039,0.00002201226,0.0007790389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01527427,"threshold_uncertainty_score":0.05109745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06034834938845061,"score_gpt":0.445434677381067,"score_spread":0.3850863279926164,"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."}}