{"id":"W2294362895","doi":"10.1021/acs.est.5b03709","title":"Ambient Air Pollution Exposure Estimation for the Global Burden of Disease 2013","year":2015,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1236,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Dalhousie University; University of British Columbia","funders":"","keywords":"Population; Air quality index; Air pollution; Environmental science; Chemical transport model; Estimation; Pollution; Environmental health; Geography; Environmental protection; East Asia; China; Meteorology; 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":[0.00301659,0.0009230323,0.0008600418,0.001934083,0.0003075199,0.001200785,0.0008111568,0.0006100792,0.005655563],"category_scores_gemma":[0.00465378,0.0003920168,0.001602061,0.002731477,0.0001503916,0.0008403899,0.001186756,0.0007123961,0.002824976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152281,"about_ca_system_score_gemma":0.002317181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03461573,"about_ca_topic_score_gemma":0.0273197,"domain_scores_codex":[0.9985737,0.0005817336,0.0001198469,0.0002711873,0.0003558722,0.00009762744],"domain_scores_gemma":[0.9991961,0.00008998808,0.0001290033,0.0001001354,0.000440881,0.00004395592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000306409,0.0001823176,0.2306914,0.00189417,0.001998613,0.00019068,0.0002512852,0.03572299,0.001895511,0.01264638,0.2540995,0.4601208],"study_design_scores_gemma":[0.000224068,0.0003238237,0.3856281,0.002565171,0.001435329,0.00049331,0.0005556318,0.09353095,0.003682263,0.026612,0.4847918,0.0001574981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1102921,0.06893835,0.4173238,0.0122834,0.003433237,0.003016521,0.3028064,0.004422924,0.07748332],"genre_scores_gemma":[0.4901462,0.0246627,0.2646484,0.001263225,0.0007927852,0.003533164,0.194253,0.0004986343,0.0202019],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03461573,"threshold_uncertainty_score":0.06882846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118184714442295,"score_gpt":0.2881276768959396,"score_spread":0.2669458297515167,"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."}}