{"id":"W7117308650","doi":"10.1002/alz70858_104541","title":"Association between structural and social determinants of health and cognitive functioning and African Americans in the ARCHES cohort","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Dementia; Cohort; Perception; Association (psychology); Cognition; Cognitive skill; Health equity; Public health; Social determinants of 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":[0.0007854858,0.0002196598,0.0002154624,0.0009449692,0.0005897383,0.0004623073,0.0003098743,0.0002818413,0.001113275],"category_scores_gemma":[0.001202298,0.0001830909,0.0004159396,0.0007990337,0.0002004656,0.0003214795,0.0005500325,0.0004998377,0.00009899647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004732797,"about_ca_system_score_gemma":0.0005771937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05823803,"about_ca_topic_score_gemma":0.07427993,"domain_scores_codex":[0.9997578,0.00005002534,0.00001930312,0.00004880223,0.00005366992,0.00007039341],"domain_scores_gemma":[0.9994028,0.00005068833,0.0002535611,0.00005153017,0.00008660003,0.0001548949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003808085,0.00001129998,0.9993243,0.00000303993,0.0000286294,0.00001724445,0.00006539143,0.00001538488,0.00005468178,0.00002269396,0.00007303602,0.0003461569],"study_design_scores_gemma":[0.000001563622,0.0000100273,0.999645,0.000003721324,0.00001325686,0.00003016538,0.0001262343,0.00005090356,0.00001423102,0.00001528644,0.00008843643,0.000001189619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989424,0.0001416351,0.00002683934,0.00006318578,0.000003239336,0.000004653812,0.0005030821,0.000001379074,0.0003135735],"genre_scores_gemma":[0.99936,0.0001042089,0.00004408077,0.00001932551,0.000005502274,0.000007220666,0.0003280226,0.000001140783,0.0001305537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05823803,"threshold_uncertainty_score":0.1157981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03932856521037988,"score_gpt":0.3551115038478351,"score_spread":0.3157829386374552,"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."}}