{"id":"W4319336414","doi":"10.1097/ee9.0000000000000242","title":"Long-term exposure to ambient air pollution and cognitive function in older US adults","year":2023,"lang":"en","type":"article","venue":"Environmental Epidemiology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Environmental Health Sciences; University of Washington; National Institute on Aging; National Institutes of Health; National Heart, Lung, and Blood Institute","keywords":"Interquartile range; Cognition; Air pollution; Confidence interval; Montreal Cognitive Assessment; Odds ratio; Memory span; Environmental health; Medicine; Demography; Cognitive impairment; Chemistry; Working memory; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001101092,0.0001796716,0.0002908233,0.00008876187,0.0001493775,0.000002811378,0.0000815395,0.0001816616,0.001227422],"category_scores_gemma":[0.0002452043,0.0001757635,0.00003971967,0.0001920395,0.0002709988,0.0001607474,0.0002591507,0.0002109856,0.002467685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002556696,"about_ca_system_score_gemma":0.000004242468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000374573,"about_ca_topic_score_gemma":0.0003546763,"domain_scores_codex":[0.9978065,0.0004667305,0.0004326653,0.0005483969,0.0001370929,0.0006086544],"domain_scores_gemma":[0.9991329,0.0002889723,0.0001063743,0.0001564846,7.067396e-7,0.0003145488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002310906,0.000101353,0.9615993,0.00001588329,0.000006986409,0.00001352728,0.0008457302,0.001502826,0.0003710525,0.00001888152,0.001324144,0.03396923],"study_design_scores_gemma":[0.0007993488,0.0005929834,0.9969709,0.00004624175,0.00001169071,0.00001303089,0.0002929147,0.0002775787,0.00005960655,0.0002207832,0.0005378461,0.0001771083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927792,0.0001224137,0.0006651186,0.005451745,0.0001740706,0.0005471185,0.00003265357,0.00005364536,0.0001740292],"genre_scores_gemma":[0.9795077,0.000173103,0.0001095572,0.01975258,0.00004964327,0.00006055504,0.0001033729,0.00001603983,0.0002273829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03537158,"threshold_uncertainty_score":0.9996856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03631722267080847,"score_gpt":0.3129475921249973,"score_spread":0.2766303694541888,"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."}}