{"id":"W4220746677","doi":"10.1093/geroni/igac019","title":"Negative and Positive Psychosocial Factors in Relation to Cognitive Health in Older African Americans","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Cognition; Dementia; Psychosocial; Depressive symptoms; Cognitive decline; Psychology; Gerontology; Clinical psychology; Medicine; Psychiatry; Disease; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007202046,0.0002612073,0.0002560125,0.0006551598,0.0006822944,0.0005037755,0.000192429,0.0003091304,0.001444883],"category_scores_gemma":[0.002478563,0.0001329647,0.0004565428,0.0005537017,0.0003017166,0.0002931637,0.00046939,0.0004838927,0.00005749155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241684,"about_ca_system_score_gemma":0.0002920712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006876861,"about_ca_topic_score_gemma":0.01060367,"domain_scores_codex":[0.9997066,0.0001211108,0.00002959455,0.00003922852,0.00004603386,0.00005755538],"domain_scores_gemma":[0.9991492,0.0001512583,0.0004285908,0.00003084387,0.00007726873,0.0001628431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009387744,0.00009607151,0.9971536,0.00002217413,0.00007143631,0.00003874957,0.0001924373,0.00002204482,0.0001413841,0.00002855648,0.00007264879,0.002066931],"study_design_scores_gemma":[0.000003507363,0.0000562464,0.9993269,0.00001370237,0.00002772081,0.00004638985,0.0003129911,0.00006206948,0.00002594781,0.00002917343,0.0000931801,0.000002227055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989061,0.0004918373,0.00002732693,0.0001108314,0.000007314807,0.000006562812,0.0001003925,7.32195e-7,0.0003488473],"genre_scores_gemma":[0.9996274,0.000134522,0.00005607389,0.00004363255,0.000009961854,0.000006070054,0.00004755336,3.706141e-7,0.00007432219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006876861,"threshold_uncertainty_score":0.01367366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03006853885688352,"score_gpt":0.3749112501411569,"score_spread":0.3448427112842734,"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."}}