{"id":"W4205296796","doi":"10.1002/alz.054965","title":"Air pollution and neighborhood racial composition and their association with memory and memory decline in NHATS","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Demography; Census; Air pollution; Census tract; Gerontology; Psychology; Geography; Environmental health; Medicine; Population; Sociology","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":[0.0004775649,0.000272814,0.0002212889,0.0005841728,0.0004779297,0.0004179956,0.0004977519,0.0003672382,0.001781186],"category_scores_gemma":[0.00134573,0.0001861026,0.0005509891,0.0009070993,0.0002397737,0.0003894685,0.0005214578,0.0003535909,0.0002534411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005276021,"about_ca_system_score_gemma":0.0004128778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08997113,"about_ca_topic_score_gemma":0.08743095,"domain_scores_codex":[0.9997506,0.00007065789,0.00002520062,0.00006360596,0.00004550653,0.00004445963],"domain_scores_gemma":[0.9992934,0.00008692167,0.0002663113,0.00007996443,0.0001599038,0.0001133843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001561224,0.00007266746,0.9982778,0.000006759449,0.0001321885,0.00003579256,0.00008344199,0.00009314185,0.0001510377,0.00001782944,0.0003224591,0.0006507242],"study_design_scores_gemma":[0.000007366524,0.00003394601,0.9989876,0.000003828958,0.00005589891,0.00004279747,0.0001336119,0.0004001592,0.00007589567,0.00002712719,0.0002284506,0.000003294875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976406,0.00007148272,0.00009434397,0.0000443663,0.000006886161,0.000007626532,0.001842888,0.000006954872,0.0002848099],"genre_scores_gemma":[0.9978586,0.00003674145,0.0001095016,0.00003165988,0.000008502966,0.0000211984,0.001536551,0.000003634765,0.0003936555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08997113,"threshold_uncertainty_score":0.1788949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192841094976525,"score_gpt":0.2634961334691353,"score_spread":0.2442120239714828,"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."}}