{"id":"W2969621686","doi":"10.1056/nejmoa1817364","title":"Ambient Particulate Air Pollution and Daily Mortality in 652 Cities","year":2019,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1669,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"National Institute of Environmental Health Sciences; European Regional Development Fund; Instituto de Salud Carlos III; Medical Research Council; Tartu Ülikool; National Research Foundation of Korea; National and Kapodistrian University of Athens; Secretaría de Estado de Investigacion, Desarrollo e Innovacion; Harvard T.H. Chan School of Public Health; South African Medical Research Council; Ministerio de Educación, Cultura y Deporte; Grantová Agentura České Republiky; National Health and Medical Research Council; Academy of Finland; National Natural Science Foundation of China; Institute for Health Metrics and Evaluation; Università degli Studi di Torino; National Research Foundation; China Medical Board; Haridus- ja Teadusministeerium; University of Washington; Health Effects Institute","keywords":"Particulates; Environmental science; Air pollution; Particulate pollution; Pollution; Geography; Chemistry; Ecology","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":[0.006956789,0.0008836531,0.00181089,0.002556771,0.0002853253,0.001279438,0.0006999426,0.0007459174,0.0007950102],"category_scores_gemma":[0.008735209,0.0004122863,0.007039019,0.005018056,0.000390113,0.0004367853,0.001056838,0.0006250237,0.00009908524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007170369,"about_ca_system_score_gemma":0.0008532018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008117652,"about_ca_topic_score_gemma":0.007063167,"domain_scores_codex":[0.9954293,0.001813333,0.0008852858,0.001063367,0.0006477495,0.0001609485],"domain_scores_gemma":[0.9940218,0.002415328,0.002026861,0.0006713145,0.00069116,0.0001734676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002742126,0.00006799716,0.7726282,0.006776164,0.1991816,0.0001334017,0.0001570256,0.002596553,0.0005944678,0.0002031923,0.000884716,0.01403442],"study_design_scores_gemma":[0.0005188882,0.0004201063,0.8165879,0.001344403,0.1744411,0.0001981924,0.0001556962,0.001907212,0.0007073177,0.0006710258,0.002994304,0.00005395987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6869789,0.3015843,0.003402932,0.0007334989,0.0003135377,0.00009253518,0.005576155,0.000086713,0.001231377],"genre_scores_gemma":[0.9785306,0.01822341,0.0007490956,0.0002547111,0.0001045101,0.00009893391,0.001836747,0.00001365316,0.0001882831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008117652,"threshold_uncertainty_score":0.03679144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03276387570420095,"score_gpt":0.3033943893258383,"score_spread":0.2706305136216373,"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."}}