{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009883059,0.0005816083,0.0005379751,0.001193973,0.002529719,0.001007223,0.001299949,0.0005741023,0.001539092],"category_scores_gemma":[0.001687315,0.0004799318,0.0008027664,0.003458189,0.0005767302,0.0002396099,0.0008279095,0.0007919699,0.0002104953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01701124,"about_ca_system_score_gemma":0.02172714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899823,"about_ca_topic_score_gemma":0.9894497,"domain_scores_codex":[0.9991435,0.0000668522,0.00004671106,0.0002103707,0.0002884125,0.000244191],"domain_scores_gemma":[0.9989294,0.00006593345,0.0001659848,0.00008624853,0.0005044354,0.0002479561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002046873,0.00002419485,0.9937549,0.00003938219,0.0001640465,0.0001516344,0.0003658569,0.0001669319,0.0004324511,0.0001130481,0.001499095,0.00308384],"study_design_scores_gemma":[0.00001755949,0.00002227011,0.9980249,0.00001799858,0.00007033662,0.00008062412,0.0002098481,0.0003473924,0.00005693492,0.00002898004,0.001111211,0.00001199595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860385,0.001387138,0.000342489,0.0003947088,0.00002679317,0.00008034229,0.009869669,0.00002509935,0.0018352],"genre_scores_gemma":[0.993942,0.0008377763,0.0004525772,0.0001240124,0.000008430878,0.00004631843,0.003723116,0.000008782498,0.0008569871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01701124,"threshold_uncertainty_score":0.1234258,"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."}}