{"id":"W4211175845","doi":"10.21926/aeer.2201005","title":"Urban Air Pollution and Emergency Department Visits for Cardiac and Respiratory Diseases","year":2022,"lang":"en","type":"article","venue":"Advances in Environmental and Engineering Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Health Canada","funders":"","keywords":"Poisson regression; Air pollution; Emergency department; Environmental health; Ozone; Nitrogen dioxide; Medicine; Air quality index; Confidence interval; Pollutant; Criteria air contaminants; Respiratory system; Environmental science; Air pollutants; Meteorology; Geography; Population; Internal medicine; Chemistry","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":[0.0005100073,0.0003181008,0.0002569719,0.0007997314,0.0004350942,0.0006273731,0.0003906353,0.0003299271,0.003788508],"category_scores_gemma":[0.002755922,0.0001900185,0.0008338375,0.001561427,0.0003074821,0.0002233225,0.0006181346,0.0005993742,0.0001754899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564803,"about_ca_system_score_gemma":0.002836218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5178233,"about_ca_topic_score_gemma":0.6466606,"domain_scores_codex":[0.9993579,0.0001045757,0.00006441333,0.0001373277,0.0001796826,0.0001560602],"domain_scores_gemma":[0.9980877,0.0002943929,0.0008759389,0.0001066367,0.0002705316,0.0003646805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006016874,0.000008025567,0.9975574,0.0000381378,0.0001715732,0.00006015457,0.0000507884,0.0001295257,0.00005044634,0.00005601063,0.0003262873,0.001491419],"study_design_scores_gemma":[0.0000018497,0.000009211274,0.9990382,0.00001719944,0.00004535389,0.00007564797,0.00009927146,0.0002170369,0.00002059763,0.00002401128,0.0004490185,0.000002576323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983643,0.006709355,0.0004333802,0.0006672238,0.00007926581,0.00002324714,0.005565575,0.00002129323,0.002857625],"genre_scores_gemma":[0.9963201,0.001083069,0.0001114143,0.00003813034,0.00003696752,0.000005040431,0.00149172,0.000002682366,0.00091086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5178233,"threshold_uncertainty_score":0.9700327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291253046295724,"score_gpt":0.31885309339289,"score_spread":0.2959405629299328,"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."}}