{"id":"W2322079451","doi":"10.1097/01.ede.0000392388.28666.a4","title":"Associations Between Socioeconomic Status and Air Pollution Exposure in Canadian Cities: Implications for Environmental Justice and Epidemiological Research","year":2010,"lang":"en","type":"article","venue":"Epidemiology","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Health Canada; University of Victoria; McGill University; CARE Canada; World Wildlife Fund Canada; University of British Columbia","funders":"","keywords":"Socioeconomic status; Geography; Air pollution; Environmental justice; Metropolitan area; Logistic regression; Environmental health; Socioeconomics; Population; Statistics; Medicine; Mathematics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002781614,0.00055132,0.0005564131,0.003696848,0.005067796,0.002398402,0.001503683,0.0005878413,0.00487709],"category_scores_gemma":[0.007541354,0.0002712702,0.00100536,0.008635736,0.0018074,0.0008066791,0.001735134,0.0008451182,0.0002072664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03422154,"about_ca_system_score_gemma":0.05585231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960299,"about_ca_topic_score_gemma":0.9966043,"domain_scores_codex":[0.9979209,0.0003092197,0.0001085885,0.0002795894,0.0007049305,0.00067671],"domain_scores_gemma":[0.9949347,0.0005313962,0.0006177427,0.0001652398,0.002738088,0.001012809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008129466,0.00002549219,0.9692525,0.0001890397,0.0001666591,0.000141059,0.001222962,0.0003164211,0.000120877,0.00173821,0.007678701,0.01906682],"study_design_scores_gemma":[0.000003563121,0.000005732185,0.9953176,0.0001407863,0.00004752741,0.00003215064,0.001243231,0.0002843682,0.00002655449,0.0003581559,0.002524054,0.00001635048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8978145,0.02343907,0.001553458,0.02531161,0.0003506647,0.0002193686,0.01700871,0.00006560599,0.0342371],"genre_scores_gemma":[0.988616,0.005602386,0.001032272,0.0006680667,0.00005606178,0.00005897257,0.002257835,0.00001801487,0.001690301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03422154,"threshold_uncertainty_score":0.2482958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253071574383522,"score_gpt":0.4314714280106833,"score_spread":0.3061642705723311,"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."}}