{"id":"W4404034928","doi":"10.32920/27607602.v1","title":"Traffic‐Related Air Pollution and Carotid Plaque Burden in a Canadian City With Low‐Level Ambient Pollution","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Air pollution; Pollution; Environmental science; Environmental health; Environmental planning; Business; Environmental protection; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004583813,0.0005428225,0.0004814854,0.001290174,0.003837991,0.001201664,0.001259505,0.0008201146,0.002315598],"category_scores_gemma":[0.00081191,0.0006188284,0.0007034658,0.003076064,0.0007282735,0.0003256541,0.0006841674,0.0007751169,0.0003253772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01589168,"about_ca_system_score_gemma":0.01492025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904791,"about_ca_topic_score_gemma":0.9912905,"domain_scores_codex":[0.9994979,0.00003514468,0.00002656687,0.0001086556,0.0001691424,0.000162525],"domain_scores_gemma":[0.9993126,0.0000315691,0.0001027598,0.00004264656,0.0002822646,0.0002281327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001187044,0.00005880237,0.9957157,0.0000225487,0.00007964994,0.0002147358,0.0005592784,0.0001045916,0.0004747134,0.00005827009,0.0007043453,0.001888708],"study_design_scores_gemma":[0.000008410219,0.00001720095,0.998899,0.000009168932,0.00003073621,0.00006483787,0.0003881691,0.0002306704,0.00002650082,0.00001565848,0.0003003227,0.000009390415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971397,0.0002956129,0.00007290825,0.0001738609,0.000008557995,0.00002194642,0.001121701,0.000008754603,0.001156934],"genre_scores_gemma":[0.9981794,0.000177838,0.0001101771,0.00005603701,0.00000830556,0.00001051185,0.0007439155,0.000004661117,0.000709118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01589168,"threshold_uncertainty_score":0.1153027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685260049526222,"score_gpt":0.2683110221605045,"score_spread":0.2414584216652422,"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."}}