{"id":"W2117518356","doi":"10.1093/aje/kws169","title":"Prospective Study of Particulate Air Pollution Exposures, Subclinical Atherosclerosis, and Clinical Cardiovascular Disease: The Multi-Ethnic Study of Atherosclerosis and Air Pollution (MESA Air)","year":2012,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mailman School of Public Health, Columbia University; National Center for Research Resources; National Center for Advancing Translational Sciences; Johns Hopkins Bloomberg School of Public Health; Feinberg School of Medicine; National Institute of Environmental Health Sciences; University of Minnesota; University of California, Los Angeles; Simon Fraser University; School of Public Health, University of Michigan; University of Washington; School of Medicine, Johns Hopkins University; Cedars-Sinai Medical Center; Wake Forest University; National Institute of Diabetes and Digestive and Kidney Diseases; Johns Hopkins University; National Heart, Lung, and Blood Institute; Northwestern University","keywords":"Medicine; Myocardial infarction; Subclinical infection; Coronary artery disease; Air pollution; Cardiology; Cohort; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003860958,0.0008272925,0.0008623863,0.0008490357,0.001016916,0.001126709,0.0005364766,0.000929814,0.001003415],"category_scores_gemma":[0.003647387,0.0008799361,0.0005178862,0.002121778,0.000368584,0.0007488339,0.001288545,0.001849628,0.0004920974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002459855,"about_ca_system_score_gemma":0.001006933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004474064,"about_ca_topic_score_gemma":0.006496922,"domain_scores_codex":[0.9981433,0.001049146,0.0001384643,0.0002264229,0.0003296416,0.0001129912],"domain_scores_gemma":[0.9980519,0.0003129813,0.0004846444,0.0003192465,0.0003591357,0.0004721691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007255406,0.000414418,0.9931267,0.00007198855,0.0006388384,0.00008042331,0.0001458118,0.0001059026,0.0004881981,0.0002694294,0.0009806777,0.002952039],"study_design_scores_gemma":[0.0001071793,0.0003500352,0.9958363,0.00002775252,0.0002297598,0.000146897,0.0001103916,0.0003226586,0.0001270564,0.0001729518,0.002558596,0.00001033356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719508,0.005655756,0.002885622,0.001311237,0.0003372528,0.0006448192,0.01218863,0.00004667501,0.004979188],"genre_scores_gemma":[0.9840327,0.002651427,0.003250616,0.0004391104,0.0002903253,0.0007993367,0.005614484,0.00002036565,0.002901548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004474064,"threshold_uncertainty_score":0.020419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419585619682859,"score_gpt":0.4025967271208376,"score_spread":0.2606381651525518,"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."}}