{"id":"W4390086307","doi":"10.1016/j.jacadv.2023.100781","title":"Air Pollution and Adverse Cardiovascular Events After Coronary Artery Bypass Grafting","year":2023,"lang":"en","type":"article","venue":"JACC Advances","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Mace; Medicine; Myocardial infarction; Hazard ratio; Cardiology; Bypass grafting; Internal medicine; Proportional hazards model; Stroke (engine); Artery; Percutaneous coronary intervention; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.0004046287,0.0001061208,0.0001445512,0.00003096241,0.0001819094,0.000004750663,0.00007142539,0.00004991844,0.0001249871],"category_scores_gemma":[0.00003934224,0.00009732739,0.00007006829,0.0002104325,0.00009194756,0.0006162307,0.0001228228,0.00008909998,0.0005336245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008157809,"about_ca_system_score_gemma":0.000007730282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006205298,"about_ca_topic_score_gemma":0.0000503832,"domain_scores_codex":[0.9988691,0.00007680934,0.0001637845,0.0002638962,0.0002922741,0.0003341608],"domain_scores_gemma":[0.9996004,0.00003576738,0.00004571614,0.0001772094,0.000003251259,0.0001377021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002230775,0.00008286088,0.5743857,0.0001829976,0.0001225229,0.0002166118,0.00294532,0.02177947,0.0002519046,0.00003957545,0.003850579,0.3959194],"study_design_scores_gemma":[0.0003097687,0.00004568591,0.9283504,0.00002149957,0.00001707,0.00001692308,0.0003951978,0.0004229423,0.00004441378,0.001371934,0.06886473,0.0001394694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956809,0.001028559,0.0004085485,0.001639179,0.0002216588,0.0002061998,0.00001575539,0.000113616,0.0006855775],"genre_scores_gemma":[0.9962949,0.0006832494,0.0007291794,0.001807662,0.00007095136,0.00003119333,0.000007707024,0.00001026033,0.0003648825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3957799,"threshold_uncertainty_score":0.6858842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923435622416247,"score_gpt":0.2753513516052651,"score_spread":0.2561169953811026,"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."}}