{"id":"W3004578855","doi":"10.1136/bmj.m108","title":"Short term association between ozone and mortality: global two stage time series study in 406 locations in 20 countries","year":2020,"lang":"en","type":"article","venue":"BMJ","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":241,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"National Institute of Environmental Health Sciences; Bundesamt für Umwelt; Fundação para a Ciência e a Tecnologia; National Health and Medical Research Council; Natural Environment Research Council; Medical Research Council; Ministry of Environment; Bundesministerium für Bildung und Forschung; Grantová Agentura České Republiky; National Natural Science Foundation of China; Sight Research UK; National Research Foundation; China Medical Board; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Universität Basel; National Research Foundation of Korea; U.S. Environmental Protection Agency; Yale University; Science and Technology Commission of Shanghai Municipality","keywords":"Confidence interval; Excess mortality; Demography; Geography; China; Mortality rate; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008331839,0.00007998788,0.000173838,0.00001198842,0.00007082902,0.00003997995,0.00007587078,0.00004794139,0.0001690992],"category_scores_gemma":[0.0001257381,0.00008390753,0.000009252639,0.0002233715,0.00005381263,0.0004714806,0.00009324711,0.00009399384,0.000130643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273265,"about_ca_system_score_gemma":0.0000354975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196386,"about_ca_topic_score_gemma":0.01477363,"domain_scores_codex":[0.9988572,0.0001394909,0.0003103095,0.0001904204,0.0002912809,0.0002113089],"domain_scores_gemma":[0.9996585,0.00005095684,0.00007101963,0.0001000924,0.00000463267,0.0001147629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001255148,0.00005069466,0.9959129,0.00001397616,0.000008184402,0.000005642998,0.002234647,0.0001214097,0.000004759538,0.0000329841,0.001231142,0.0003711098],"study_design_scores_gemma":[0.0003291568,0.00009174425,0.9971756,0.000007450656,0.00001115576,2.220629e-7,0.0006630753,0.000172012,0.000006060494,0.0001121501,0.001341634,0.00008968601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838493,0.00001286903,0.00003403278,0.01384645,0.00001630669,0.0005964799,0.00009539881,0.00002265672,0.00152646],"genre_scores_gemma":[0.9985694,0.000009598145,0.00009981638,0.001007141,0.0000565775,0.00002058165,0.00002121912,0.000003959735,0.000211723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01472004,"threshold_uncertainty_score":0.8244032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05967714363449197,"score_gpt":0.37480530302683,"score_spread":0.315128159392338,"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."}}