{"id":"W117051181","doi":"10.1289/ehp.1104816","title":"The Air Quality Health Index and Asthma Morbidity: A Population-Based Study","year":2012,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Institute for Clinical Evaluative Sciences; St Joseph's Health Care; University Health Network; University of Toronto; SickKids Foundation; Canadian Lung Association; Hospital for Sick Children; Public Health Ontario","funders":"University of Toronto; Government of Ontario; Lung Health Foundation; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Asthma; Poisson regression; Environmental health; Emergency department; Confounding; Population; Outpatient visits; Rate ratio; Relative risk; Air quality index; Demography; Emergency medicine; Pediatrics; Health care; Confidence interval; Internal medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003144603,0.0002575096,0.000337504,0.00003678409,0.002074451,0.00002949966,0.0001787392,0.00006497771,0.0004027556],"category_scores_gemma":[0.00006544626,0.0002039276,0.00005618884,0.0001435936,0.0003272427,0.0003802548,0.0001796253,0.0003655456,0.0001449109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279351,"about_ca_system_score_gemma":0.0000668995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01619576,"about_ca_topic_score_gemma":0.003217015,"domain_scores_codex":[0.9960418,0.00120703,0.0005858082,0.0004731443,0.0006889891,0.001003178],"domain_scores_gemma":[0.9980416,0.0003035788,0.0003649138,0.0004395607,0.00000174277,0.0008485464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007480531,0.001258462,0.9629235,0.00002647117,0.000009700173,3.398836e-7,0.02127496,0.00008798641,0.000002071181,0.0002515985,0.000769207,0.01332095],"study_design_scores_gemma":[0.000654812,0.0006202234,0.9549322,0.000009493698,0.000002151635,0.000002837701,0.03727053,0.0001548413,0.000001678262,0.0001386146,0.006023699,0.0001889216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972023,0.002375525,0.0002789818,0.02344771,0.0001463447,0.001405412,0.00003567923,0.00006400946,0.0002233547],"genre_scores_gemma":[0.9925627,0.0002373923,0.0003826376,0.006421899,0.0001314247,0.00006633325,0.00001269152,0.00002615223,0.0001587962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02053969,"threshold_uncertainty_score":0.9992247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0465222476222069,"score_gpt":0.3720769698529454,"score_spread":0.3255547222307385,"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."}}