{"id":"W2017507967","doi":"10.1021/es2025752","title":"Exposure Assessment for Estimation of the Global Burden of Disease Attributable to Outdoor Air Pollution","year":2011,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":779,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Dalhousie University; Health Canada; University of British Columbia","funders":"National Institute of Environmental Health Sciences","keywords":"Air pollution; Air quality index; Population; Environmental science; East Asia; Estimation; Pollution; Geography; Ozone; Chemical transport model; Disease burden; Pollutant; Environmental protection; Climatology; Environmental health; Physical geography; Meteorology; China; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003215251,0.000760513,0.0007375432,0.001769828,0.00021373,0.0009627127,0.0006831207,0.000793292,0.005020319],"category_scores_gemma":[0.005084964,0.0001871112,0.001436792,0.001605907,0.0002646443,0.0006254102,0.001256555,0.0005263052,0.0007594766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006186028,"about_ca_system_score_gemma":0.000781382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004770027,"about_ca_topic_score_gemma":0.004725866,"domain_scores_codex":[0.9981602,0.0009597028,0.0001273602,0.0002647219,0.0004267803,0.00006128725],"domain_scores_gemma":[0.9990782,0.0005061702,0.0001552289,0.00007763202,0.0001623454,0.00002053727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005129583,0.0002867177,0.2954849,0.002377739,0.003629031,0.0005511517,0.0004738749,0.1432316,0.01036665,0.02058711,0.01376776,0.5087305],"study_design_scores_gemma":[0.0001890178,0.002036126,0.4384668,0.00157128,0.00272603,0.001274286,0.001232644,0.3367664,0.007514177,0.06557792,0.142448,0.0001972655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1584284,0.02132171,0.7723469,0.001438892,0.0002154456,0.001643308,0.02055709,0.001179458,0.02286875],"genre_scores_gemma":[0.7365242,0.01033528,0.231272,0.0005532302,0.0001474782,0.002605149,0.01243053,0.0001511974,0.005981081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005020319,"threshold_uncertainty_score":0.01700407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385442358323522,"score_gpt":0.2993425043904682,"score_spread":0.275488080807233,"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."}}