{"id":"W4306386005","doi":"10.1016/j.envres.2022.114595","title":"Air pollution exposure during pregnancy and childhood, APOE ε4 status and Alzheimer polygenic risk score, and brain structural morphology in preadolescents","year":2022,"lang":"en","type":"article","venue":"Environmental Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Agence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du Travail; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Erasmus Medisch Centrum; Health Effects Institute; Generalitat de Catalunya; Fonds Wetenschappelijk Onderzoek; Erasmus Universiteit Rotterdam; European Commission; Ministerie van Volksgezondheid, Welzijn en Sport; Ministerio de Ciencia, Innovación y Universidades; Instituto de Salud Carlos III; ZonMw","keywords":"Pregnancy; Brain morphometry; Apolipoprotein E; Brain Structure and Function; Brain size; Air pollution; White matter; Physiology; Grey matter; Medicine; Internal medicine; Biology; Disease; Neuroimaging; Genetics; Psychiatry; Ecology; Magnetic resonance imaging","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006211037,0.0001704798,0.000192346,0.0001215272,0.0009216034,0.00002377516,0.0001395048,0.00008204557,0.0009493503],"category_scores_gemma":[0.00005074487,0.0001753296,0.0000233155,0.0001703346,0.0007487733,0.0002749687,0.001320201,0.0008283757,0.00002132713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003799712,"about_ca_system_score_gemma":0.00001820239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545214,"about_ca_topic_score_gemma":0.0002260318,"domain_scores_codex":[0.9968324,0.0008270363,0.0002499648,0.0005956467,0.0006460481,0.0008489322],"domain_scores_gemma":[0.9992377,0.00009152259,0.00007074124,0.0002277462,8.333713e-7,0.0003714769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001404416,0.0001257093,0.9722974,0.00002288136,0.00003633039,0.00002790184,0.003364546,0.000165663,0.002262347,0.0000113491,0.0000501883,0.02149518],"study_design_scores_gemma":[0.001272377,0.0003936738,0.9957738,0.00001796042,0.00002201806,0.0000751816,0.001096043,0.00009838583,0.0002711145,0.0006862469,0.0001252458,0.0001679635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905928,0.007284365,9.836388e-7,0.00114805,0.00002770028,0.0007243771,0.0001353713,0.00001220462,0.00007410579],"genre_scores_gemma":[0.9976638,0.001649598,0.00008235545,0.0003282114,0.00001612071,0.0000531923,0.00001988298,0.00002197959,0.0001648466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02347633,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03812875006902092,"score_gpt":0.3205668503538786,"score_spread":0.2824381002848577,"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."}}