{"id":"W4210247428","doi":"10.4236/jep.2013.412a003","title":"Short-Term Effects of Ozone and PM&amp;lt;sub&amp;gt;2.5&amp;lt;/sub&amp;gt; on Mortality in 12 Canadian Cities","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Protection","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Poisson regression; Ozone; Air pollution; Effect modification; Seasonality; Particulates; Demography; Environmental science; Epidemiology; Poisson distribution; Geography; Toxicology; Atmospheric sciences; Environmental health; Medicine; Meteorology; Statistics; Mathematics; Population; Biology; Ecology; Confidence interval","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":[0.0008921003,0.0006447377,0.0004588914,0.001210635,0.001205095,0.0009144621,0.0009248538,0.0006061294,0.001406465],"category_scores_gemma":[0.002466308,0.0004128256,0.001318602,0.00185828,0.0007059335,0.0003057072,0.0008542153,0.000833575,0.0001384672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009388057,"about_ca_system_score_gemma":0.008946445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9630254,"about_ca_topic_score_gemma":0.9776367,"domain_scores_codex":[0.999239,0.00008730697,0.00003665555,0.0001133547,0.0001982382,0.0003254836],"domain_scores_gemma":[0.9980699,0.000277865,0.0003045702,0.00009360773,0.0006279928,0.0006260717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009410577,0.00008904255,0.9924157,0.00003098508,0.0003027157,0.000066056,0.0002677685,0.0004450002,0.0005680436,0.0000738262,0.0004831156,0.004316723],"study_design_scores_gemma":[0.000006890924,0.00003922317,0.99931,0.00000447716,0.00006686361,0.00001098149,0.0001377377,0.0001705858,0.00006503364,0.00001192005,0.0001683105,0.000007986793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975927,0.0006947055,0.00004788282,0.000129024,0.000009813795,0.00000655039,0.001096689,0.000006303325,0.0004160736],"genre_scores_gemma":[0.9973756,0.0004558538,0.00008603269,0.00003694321,0.000009246652,0.00000763682,0.001110581,0.000004075989,0.0009141027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03697461,"threshold_uncertainty_score":0.07438469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917964462218416,"score_gpt":0.2666840040036204,"score_spread":0.2275043593814363,"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."}}