{"id":"W2095740972","doi":"10.1289/ehp.1307711","title":"Air Pollution and Atherosclerosis: A Cross-Sectional Analysis of FourEuropean Cohort Studies in the ESCAPE Study","year":2015,"lang":"en","type":"review","venue":"Environmental Health Perspectives","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Cross-sectional study; Medicine; Air pollution; Environmental health; Air pollutants; Nitrogen dioxide; Cohort study; Cohort; Demography; Internal medicine; Geography; Pathology; Chemistry; Meteorology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004623346,0.0004219291,0.001661038,0.0002593886,0.0003902516,0.00002289438,0.0003537271,0.000135513,0.0001606488],"category_scores_gemma":[0.00006884521,0.0002971836,0.0002664941,0.0008442525,0.001088505,0.0001916754,0.0003209348,0.0005190092,0.00005200851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002599577,"about_ca_system_score_gemma":0.00007812519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007943617,"about_ca_topic_score_gemma":0.0005246036,"domain_scores_codex":[0.994642,0.002092801,0.001096293,0.0008282373,0.0008660193,0.000474608],"domain_scores_gemma":[0.9983593,0.0002061434,0.0007365517,0.0004834464,0.000005140304,0.0002094574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006294377,0.003953796,0.7839634,0.002358863,0.002450169,0.000009278328,0.1354075,0.0005386652,2.397507e-7,0.00006445757,0.0007591214,0.07043158],"study_design_scores_gemma":[0.0003288687,0.0007432547,0.9253375,0.0002763474,0.000690892,0.000009403459,0.03285286,0.00001783097,1.251637e-8,0.00002161584,0.03948535,0.0002361003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1008272,0.8961729,0.000004279966,0.0002029184,0.00007656004,0.002359672,0.0001753467,0.00001692641,0.0001641308],"genre_scores_gemma":[0.1291027,0.8701251,0.00006584398,0.0003561982,0.00005440788,0.0001482217,0.00003189831,0.0000278167,0.00008781606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1413741,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2081223938746171,"score_gpt":0.4639250525280689,"score_spread":0.2558026586534518,"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."}}