{"id":"W1958424163","doi":"10.2478/v10001-008-0002-3","title":"Ambient Air Pollution and Daily Emergency Department Visits for Asthma in Edmonton, Canada","year":2008,"lang":"en","type":"article","venue":"International Journal of Occupational Medicine and Environmental Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"University of Manitoba","keywords":"Asthma; Emergency department; Medicine; Air pollution; Air pollutants; Effect modification; Nitrogen dioxide; Environmental health; Demography; Pediatrics; Internal medicine; Meteorology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004390634,0.0001111096,0.0001949709,0.00007810515,0.0001393959,0.000002193538,0.0001000392,0.00003213466,0.0002489465],"category_scores_gemma":[0.00005624495,0.00009449688,0.00002361689,0.00004739965,0.0001053451,0.0002066787,0.00004765895,0.0001108042,0.000001516006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009677539,"about_ca_system_score_gemma":0.0001715123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04212769,"about_ca_topic_score_gemma":0.05795882,"domain_scores_codex":[0.9982449,0.00005421716,0.0006496729,0.000154214,0.0006978354,0.0001991446],"domain_scores_gemma":[0.9992399,0.00005998547,0.0003494788,0.00004830943,0.00001240322,0.0002899544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001185897,0.000368477,0.8594472,0.0000478028,0.00004931918,0.00006559492,0.003051959,0.00176969,0.0002492902,0.000248172,0.1004399,0.0330767],"study_design_scores_gemma":[0.001256884,0.0005354093,0.9611279,0.00004977856,0.000003176775,0.0002308862,0.0003329221,0.0005168015,0.0000147315,0.0001916971,0.03566484,0.00007497115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971544,0.0006225987,0.0006730338,0.02640397,0.0004160336,0.0001993719,0.00008478721,0.000002005555,0.00005418147],"genre_scores_gemma":[0.9880026,0.0022198,0.0009244978,0.008510109,0.0002122695,0.000006095687,0.00005703908,0.000006204808,0.00006139968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016807,"threshold_uncertainty_score":0.9642509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066779427797304,"score_gpt":0.3417133431664949,"score_spread":0.3010455488885219,"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."}}