{"id":"W2002094444","doi":"10.1289/ehp.10952","title":"A Cohort Study of Traffic-Related Air Pollution Impacts on Birth Outcomes","year":2008,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":621,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Health Canada; British Columbia Centre for Disease Control; University of British Columbia; Michael Smith Health Research BC","keywords":"Environmental health; Air pollution; Cohort; Cohort study; Environmental science; Medicine; Geography; Demography; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001083702,0.0003704996,0.0003981296,0.0007221741,0.00139596,0.0007083437,0.0005586075,0.0005553111,0.001217965],"category_scores_gemma":[0.002149594,0.0005317564,0.0004551369,0.001824403,0.0002174594,0.0003503499,0.0006241249,0.0008482088,0.0004514699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009435514,"about_ca_system_score_gemma":0.001761118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2187373,"about_ca_topic_score_gemma":0.2121422,"domain_scores_codex":[0.999294,0.0001719728,0.000059419,0.0001880964,0.0001397737,0.0001467416],"domain_scores_gemma":[0.9984221,0.0001144973,0.0002523507,0.0003403382,0.0004989021,0.0003718031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001410243,0.00006240764,0.9972525,0.00001303759,0.0001584059,0.0001123694,0.0002208955,0.00002754932,0.0002157813,0.00004029651,0.0005444094,0.001211291],"study_design_scores_gemma":[0.00002878869,0.0001062322,0.9979751,0.00001431169,0.00009459013,0.0001882492,0.0003556715,0.0001728637,0.00003835219,0.00002576898,0.0009934079,0.000006795735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924057,0.0003340798,0.0004460354,0.00008432498,0.00002658094,0.00006499614,0.005920244,0.00001040404,0.0007075476],"genre_scores_gemma":[0.9940372,0.000402494,0.0006615103,0.00008799089,0.0000219395,0.0001207412,0.003257766,0.000008430197,0.001402065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2187373,"threshold_uncertainty_score":0.4349284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578020198539515,"score_gpt":0.3123403691755551,"score_spread":0.28656016719016,"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."}}