{"id":"W4312104928","doi":"10.1093/geroni/igac059.874","title":"COHORT EFFECTS IN OLD-AGE COGNITIVE AGING: A STUDY OF SOCIAL CONTEXT IN CHILDHOOD IN 140,030 OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Cohort; Context (archaeology); Demography; Cognition; Psychology; Cohort study; Longitudinal study; Verbal fluency test; Medicine; Gerontology; Developmental psychology; Neuropsychology; Psychiatry; Geography","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":[0.001222459,0.000255963,0.0003087275,0.0006973825,0.0009724786,0.0006973236,0.0004096662,0.0004208545,0.0008457272],"category_scores_gemma":[0.00198062,0.0003868265,0.0005952028,0.0009790802,0.0003062098,0.000453635,0.0009214024,0.0006609238,0.0001767148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004757266,"about_ca_system_score_gemma":0.000589354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0582406,"about_ca_topic_score_gemma":0.07193048,"domain_scores_codex":[0.9996482,0.00009379323,0.00003607464,0.00009065566,0.00006105739,0.00007016533],"domain_scores_gemma":[0.9991826,0.000144977,0.0002665651,0.0001161516,0.0001280411,0.0001616339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000350717,0.0000300042,0.9989495,0.000003370943,0.00003927994,0.00001807019,0.0003070962,0.00001240805,0.00007855415,0.0000131145,0.00003378511,0.0004797227],"study_design_scores_gemma":[0.000001807777,0.0000394395,0.9993315,0.000003249272,0.00001534513,0.0000255733,0.0004008665,0.00005623989,0.00002622586,0.000008886079,0.0000893152,0.000001568636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995521,0.00007483171,0.00005445156,0.000009107505,0.000002223916,0.00000463656,0.0002211124,0.00000104567,0.00008044495],"genre_scores_gemma":[0.9991748,0.00008942614,0.000123936,0.000019883,0.000002888636,0.00001427671,0.0004034854,0.000001512621,0.0001698587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0582406,"threshold_uncertainty_score":0.1158032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697546077755524,"score_gpt":0.3120316049250316,"score_spread":0.2950561441474764,"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."}}