{"id":"W3198937768","doi":"10.1016/j.apr.2021.101198","title":"Exposure to urban air pollution and emergency department visits for diseases of the ear and mastoid processes","year":2021,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital; Health Canada","funders":"Environment and Climate Change Canada","keywords":"Air pollution; Emergency department; Medicine; Poisson regression; Air pollutant concentrations; Environmental health; Ozone; Pollutant; Air pollutants; Nitrogen dioxide; Environmental science; Meteorology; Population; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004853824,0.0000877746,0.0001198971,0.000004285942,0.0004911755,0.00001460833,0.0001147642,0.00005155052,0.0002487763],"category_scores_gemma":[0.0006477325,0.00006735331,0.00002769561,0.0007357938,0.000170038,0.0001352078,0.0002642858,0.00008935782,0.00001167096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265119,"about_ca_system_score_gemma":0.0001506187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002232633,"about_ca_topic_score_gemma":0.0003260952,"domain_scores_codex":[0.9984378,0.0002035487,0.0002088818,0.0002860336,0.0004758221,0.0003878876],"domain_scores_gemma":[0.9993355,0.00006518616,0.00005224504,0.0002102016,0.00006874665,0.0002680745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007752881,0.001049318,0.7006156,0.001875799,0.0000808337,0.000008168111,0.00699996,0.003785921,0.01049961,0.003179386,0.159063,0.1120671],"study_design_scores_gemma":[0.0002873318,0.000354138,0.9657936,0.00003770415,0.00001016302,0.000003643401,0.0005155777,0.0002897293,0.00165869,0.0008865436,0.03007119,0.00009173556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764664,0.002439477,0.001038089,0.01890982,0.00007560786,0.0007606543,0.00008818249,0.00001532902,0.000206475],"genre_scores_gemma":[0.9954621,0.0004159254,0.00177314,0.0008202766,0.00004212273,0.00007647635,0.000003785473,0.000008893831,0.001397327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2651779,"threshold_uncertainty_score":0.3777774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041597194803989,"score_gpt":0.3445336560917144,"score_spread":0.3041176841436745,"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."}}