{"id":"W4233936783","doi":"10.3233/aiad210019","title":"Decreases in Short Term Memory, IQ, and Altered Brain Metabolic Ratios in Urban Apolipoprotein ε4 Children Exposed to Air Pollution","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in Alzheimer's disease","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Apolipoprotein E; White matter; Psychology; Hippocampus; Internal medicine; Choline; Endocrinology; Medicine; Audiology; Magnetic resonance imaging; Disease","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":[0.0002849167,0.0009851266,0.0004960191,0.001196998,0.0006308883,0.0007610187,0.0003941444,0.0005223159,0.002038014],"category_scores_gemma":[0.0009356603,0.0004905489,0.0005185266,0.0007082678,0.0005527346,0.0003528965,0.000395218,0.0006547696,0.0003106756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004742027,"about_ca_system_score_gemma":0.00035941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02219876,"about_ca_topic_score_gemma":0.01451028,"domain_scores_codex":[0.9997783,0.00002716807,0.00002436993,0.00006018205,0.00005356819,0.00005645042],"domain_scores_gemma":[0.9994379,0.0000591743,0.0003084044,0.00002905458,0.00006623859,0.00009917668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006625283,0.0003296962,0.9881402,0.00002765703,0.0001173819,0.001373627,0.00068196,0.000109454,0.005710937,0.00005086315,0.0001450546,0.002650715],"study_design_scores_gemma":[0.000007770918,0.0001675864,0.9983128,0.000004120599,0.0000378137,0.0006003177,0.0002763286,0.00008348177,0.0003995927,0.00002524476,0.00008046599,0.000004442786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997594,0.00004377407,0.00002052908,0.00001179239,0.000001514948,0.000001819751,0.00004227627,0.000003212878,0.0001157174],"genre_scores_gemma":[0.9992711,0.00007063202,0.00007902532,0.0000207069,0.000003910367,0.00000531778,0.0001488049,0.000003885654,0.000396522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02219876,"threshold_uncertainty_score":0.04413909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025019616674299,"score_gpt":0.296005159269491,"score_spread":0.270985542595192,"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."}}