{"id":"W2794169666","doi":"10.3389/fpubh.2018.00095","title":"Severe Urban Outdoor Air Pollution and Children’s Structural and Functional Brain Development, From Evidence to Precautionary Strategic Action","year":2018,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Scientific evidence; Perspective (graphical); Cognition; Psychology; Action (physics); Air pollution; Neuroinflammation; Brain development; Set (abstract data type); Perception; Neuroscience; Environmental health; Medicine; Developmental psychology; Biology; Pathology; Disease; Ecology","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":[0.00306345,0.0004641172,0.0004853637,0.002133942,0.000439124,0.001982837,0.0006187966,0.001262955,0.003833975],"category_scores_gemma":[0.01121783,0.0002152351,0.0006292585,0.001542209,0.002409537,0.001970049,0.001354546,0.001707925,0.0003162882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067076,"about_ca_system_score_gemma":0.002237752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01656204,"about_ca_topic_score_gemma":0.02307108,"domain_scores_codex":[0.9990085,0.0003214328,0.0001268469,0.0002165841,0.0002494722,0.00007723272],"domain_scores_gemma":[0.9917215,0.005114197,0.001528553,0.0003446041,0.001010547,0.0002807106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001571568,0.0003687269,0.5016985,0.01999874,0.004929759,0.00141756,0.004804249,0.00106204,0.002082867,0.04756352,0.02403347,0.390469],"study_design_scores_gemma":[0.0001024144,0.0007232279,0.7774359,0.02525623,0.003993284,0.001119366,0.007331501,0.0005978259,0.00201571,0.0709593,0.1103689,0.00009628721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1050452,0.8284708,0.001050054,0.05111032,0.0009266161,0.00002912324,0.001284868,0.00002229964,0.0120607],"genre_scores_gemma":[0.6198375,0.3692878,0.001305439,0.006197304,0.001576119,0.00003589534,0.0006110523,0.00001354882,0.001135342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01656204,"threshold_uncertainty_score":0.03293127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0898286739295156,"score_gpt":0.3154878059230134,"score_spread":0.2256591319934978,"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."}}