{"id":"W2128766063","doi":"10.1111/j.1539-6053.2009.01033.x","title":"Prospects for Improving Cognition Throughout the Life Course","year":2008,"lang":"en","type":"editorial","venue":"Gothic.net","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Life expectancy; Cognition; Context (archaeology); Life course approach; Psychology; Productivity; Cognitive decline; Cognitive skill; Gerontology; Demographic economics; Expectancy theory; Demography; Developmental psychology; Medicine; Economic growth; Economics; Social psychology; Dementia; Geography; Sociology; Population; Psychiatry","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":[0.00544416,0.0007875129,0.001650083,0.001233596,0.0009362065,0.002637123,0.002136511,0.008386625,0.0290115],"category_scores_gemma":[0.009034676,0.0002232043,0.001739575,0.001011799,0.002199707,0.006416193,0.00235519,0.008501723,0.008019542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839819,"about_ca_system_score_gemma":0.005470442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003058177,"about_ca_topic_score_gemma":0.005040557,"domain_scores_codex":[0.9989548,0.0003574621,0.0000726247,0.0001551612,0.0002200369,0.0002398668],"domain_scores_gemma":[0.9917969,0.004549558,0.0004047288,0.0002588284,0.001540889,0.001449116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003534862,0.0002749178,0.0008245557,0.006877306,0.0001176128,0.0002072669,0.0003340449,0.0002953111,0.0006269581,0.0272687,0.1885252,0.7742946],"study_design_scores_gemma":[0.00009582885,0.0004808467,0.004599748,0.00964693,0.0002076776,0.0004240959,0.0008696225,0.0001794294,0.0003787503,0.04697584,0.9360722,0.00006900648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.0006333215,0.8656476,0.0006642921,0.1226874,0.00519665,0.00001418272,0.0001432445,0.00008052977,0.00493292],"genre_scores_gemma":[0.008971915,0.9412527,0.002212643,0.0340318,0.009371981,0.00008323859,0.0001665119,0.000020741,0.003888405],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0290115,"threshold_uncertainty_score":0.09705311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04034219749831798,"score_gpt":0.4054995478134112,"score_spread":0.3651573503150932,"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."}}