{"id":"W7009468035","doi":"","title":"Education and Formal Volunteering Delays Cognitive Decline among Hispanics: Implications for Public Health Interventions","year":2024,"lang":"en","type":"report","venue":"Faculty Digital Archive (New York University Florence)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; York University","keywords":"Educational attainment; Psychological intervention; Dementia; Cognition; Public health; Cognitive decline; Civic engagement; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005560257,0.0002897838,0.000478258,0.0003959005,0.001285964,0.0007360236,0.0004393091,0.0001983433,0.0000381018],"category_scores_gemma":[0.0008295455,0.0003231011,0.0004554488,0.0003942088,0.0004304795,0.001142611,0.0004421468,0.000408974,0.00002017233],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095917,"about_ca_system_score_gemma":0.01169739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02726754,"about_ca_topic_score_gemma":0.05547242,"domain_scores_codex":[0.9976393,0.0000690302,0.0004743101,0.0005782436,0.0004049608,0.0008341467],"domain_scores_gemma":[0.9976642,0.0003831348,0.0003787964,0.000169302,0.0004946628,0.0009098707],"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":[0.00003506186,0.0003250652,0.07911484,0.002667917,0.0003941263,0.000004577953,0.02410495,0.000003020295,1.096794e-7,0.1300683,0.2346413,0.5286407],"study_design_scores_gemma":[0.0002588291,0.0001054165,0.1307314,0.001691103,0.0001119203,0.00000678833,0.02425268,0.00002708688,6.314179e-8,0.0059359,0.8364961,0.0003827516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08954199,0.008292706,0.289378,0.09579727,0.008381166,0.010486,0.1072504,0.001497659,0.3893747],"genre_scores_gemma":[0.8655154,0.00373644,0.003249957,0.0009043799,0.001729588,0.00006623692,0.02489714,0.00009938807,0.09980147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7759734,"threshold_uncertainty_score":0.9999221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135950029765912,"score_gpt":0.3718830340672659,"score_spread":0.2582880310906747,"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."}}