{"id":"W3208336367","doi":"10.3233/jad-215020","title":"Medical and Social Determinants of Brain Health and Dementia in a Multicultural Community Cohort of Older Adults","year":2021,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institute of Neurological Disorders and Stroke; Leo and Anne Albert Charitable Trust","keywords":"Socioeconomic status; Health equity; Ethnic group; Gerontology; Dementia; Medicine; Race and health; Cohort; Psychology; Disease; Public health; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007132941,0.0002947407,0.0003279305,0.001043065,0.001033834,0.0006780279,0.0004133683,0.0003583176,0.0008066988],"category_scores_gemma":[0.001247667,0.000249398,0.0004932386,0.0009160828,0.0003226862,0.0004854399,0.0008858526,0.0005048186,0.0001360999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004572889,"about_ca_system_score_gemma":0.0005519739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04509087,"about_ca_topic_score_gemma":0.05216373,"domain_scores_codex":[0.9996091,0.000100441,0.00003696377,0.00008856044,0.00008078683,0.00008425565],"domain_scores_gemma":[0.9993616,0.0000591699,0.0002111327,0.00006239099,0.0001108704,0.0001948905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003417887,0.00004706659,0.9986765,0.000005503894,0.00004521362,0.00004368814,0.0003094712,0.00001564529,0.00008956584,0.00001096812,0.00008250296,0.0006397525],"study_design_scores_gemma":[0.000003369098,0.00003697917,0.9991228,0.000004819423,0.00001539937,0.00007423397,0.0005679649,0.00007701457,0.00001505806,0.00001551429,0.00006481728,0.000001980549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999479,0.00007245951,0.00002780592,0.00003481044,0.000003415547,0.00001028475,0.0001944116,0.000001344688,0.0001764403],"genre_scores_gemma":[0.9995139,0.00006162625,0.00005839404,0.00004097108,0.000007789005,0.00001530394,0.0002187108,8.719168e-7,0.00008248367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04509087,"threshold_uncertainty_score":0.08965683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663554730808396,"score_gpt":0.3664524071958976,"score_spread":0.3398168598878136,"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."}}