{"id":"W3197225483","doi":"10.1097/ee9.0000000000000168","title":"Ambient air pollution and inflammatory effects in a Canadian pregnancy cohort","year":2021,"lang":"en","type":"article","venue":"Environmental Epidemiology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Carleton University; Queen's University; Health Canada","funders":"","keywords":"Interquartile range; Medicine; Pregnancy; Prospective cohort study; Confounding; Biomarker; C-reactive protein; Cohort study; Internal medicine; Inflammation; Physiology; Obstetrics; Biology","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":[0.0009107859,0.0001568502,0.0003123755,0.00004633416,0.0001509393,0.00000266448,0.00008411823,0.000194648,0.0008981284],"category_scores_gemma":[0.0004211611,0.0001640643,0.00003711712,0.00008007947,0.0003488546,0.0001365242,0.0001585449,0.0002389199,0.000420329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110864,"about_ca_system_score_gemma":0.00004609032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06862278,"about_ca_topic_score_gemma":0.1302368,"domain_scores_codex":[0.9975951,0.0007173212,0.0003868964,0.0004565579,0.00009842881,0.0007456588],"domain_scores_gemma":[0.9988382,0.0002409049,0.00008691226,0.0002371272,5.047921e-7,0.0005963079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006100428,0.00004417573,0.9915286,0.00002244676,0.000005751364,0.0000899301,0.0002197586,0.0007037976,0.000466521,0.0006805785,0.0006752337,0.005557115],"study_design_scores_gemma":[0.0003108348,0.00006259033,0.9813731,0.00004444048,0.00000655601,0.00004975593,0.00004596592,0.0005936102,0.0001941478,0.001815233,0.01534871,0.0001550555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901474,0.001087996,0.0001008027,0.006090886,0.0001355283,0.0003591858,0.00001336494,0.00001642391,0.002048419],"genre_scores_gemma":[0.9823103,0.0004782762,0.0008277345,0.01602224,0.00002128345,0.00003821659,0.00003389904,0.00001255693,0.0002555193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06161404,"threshold_uncertainty_score":0.9833876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891800659307168,"score_gpt":0.2781861537547531,"score_spread":0.2592681471616815,"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."}}