{"id":"W2148822217","doi":"10.1007/s00038-015-0690-y","title":"Quantifying the health impacts of ambient air pollutants: recommendations of a WHO/Europe project","year":2015,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":296,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"European Commission; World Health Organization","keywords":"Air pollution; Air quality index; Environmental health; European union; Health impact assessment; Public health; Particulates; Environmental planning; Pollutant; Pollution; Environmental science; Baseline (sea); Environmental resource management; Business; Environmental protection; Medicine; Geography; Meteorology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009162633,0.0001106232,0.0003450309,0.0002178879,0.0001127283,0.00003276972,0.0006751857,0.00003652935,0.0001052874],"category_scores_gemma":[0.001585708,0.0000757283,0.0000897074,0.0004985476,0.0001640765,0.0006043168,0.0001550904,0.0003042662,0.00001315737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009396228,"about_ca_system_score_gemma":0.002952318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005255415,"about_ca_topic_score_gemma":0.001033094,"domain_scores_codex":[0.9959695,0.0008648387,0.001440447,0.0001254817,0.001205085,0.0003946446],"domain_scores_gemma":[0.9963714,0.0001836603,0.002332292,0.000191918,0.0003529705,0.0005677901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004576481,0.002042783,0.07965748,0.0002723602,0.000350839,0.00001720206,0.06785212,0.0007888353,0.0002659166,0.01317697,0.3741256,0.4609922],"study_design_scores_gemma":[0.003258453,0.004580192,0.3742674,0.0009021438,0.00001264464,0.0005282168,0.009351823,0.001792911,0.0002428334,0.001014514,0.603765,0.0002838066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2811825,0.0004567107,0.007194916,0.7083052,0.00119599,0.0004204994,0.0001690816,0.0000131839,0.001061899],"genre_scores_gemma":[0.9830177,0.0007388505,0.002427012,0.01360051,0.000142433,0.000001596225,0.000004624289,0.00001169431,0.00005561968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7018352,"threshold_uncertainty_score":0.794465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2801891679876254,"score_gpt":0.4533908281918915,"score_spread":0.1732016602042661,"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."}}