{"id":"W4391033602","doi":"10.1093/eurheartj/ehae001","title":"Exposome in ischaemic heart disease: beyond traditional risk factors","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Daiichi Sankyo Europe; St. Jude Medical; HLS Therapeutics; Idorsia Pharmaceuticals; Assistance publique-Hôpitaux de Paris; Pfizer; Moderna; Medicines Company; Regado Biosciences; Belvoir Media Group; MyoKardia; Novo Nordisk; AstraZeneca; Amarin Corporation; Ironwood Pharmaceuticals, Incorporated; National Institutes of Health; Regeneron Pharmaceuticals; Duke Clinical Research Institute; Eisai; Brigham and Women's Hospital; Boston VA Research Institute; Boston Scientific Corporation; Eli Lilly and Company; Cleveland Clinic; Bristol-Myers Squibb; CSL Behring; Alnylam Pharmaceuticals; Amgen; Sanofi; American Heart Association","keywords":"Medicine; Exposome; Disease; Ischaemic heart disease; Psychological intervention; Intensive care medicine; Environmental health; Residual risk; Socioeconomic status; Risk analysis (engineering); Pathology; Cardiology; Population; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001616235,0.000218232,0.0001698505,0.0001479203,0.0003283805,0.000158915,0.0001976182,0.00003041697,0.006123801],"category_scores_gemma":[0.0001245252,0.0001976731,0.0001381701,0.0002592836,0.0001803148,0.0006573375,0.0001205975,0.001115462,0.004844948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004112783,"about_ca_system_score_gemma":0.00004770577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002986275,"about_ca_topic_score_gemma":0.000006447374,"domain_scores_codex":[0.9970747,0.0008795406,0.0003949787,0.0005182043,0.0005963276,0.0005362818],"domain_scores_gemma":[0.9989161,0.0002062857,0.00006194417,0.0002141427,0.000003134758,0.0005983947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000275626,0.0001834183,0.9517877,0.00001908262,0.00001967943,0.001243113,0.001602794,0.001917956,0.004336059,0.00007950145,0.03358032,0.005202814],"study_design_scores_gemma":[0.0002055728,0.00006717139,0.9153973,0.00009987389,0.00001252194,0.0002142313,0.00009838463,0.0004468581,0.00006529204,0.000911341,0.08226686,0.0002145644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856774,0.0005841223,0.0002529781,0.002300354,0.0004985688,0.0001874863,0.0000626275,0.00006279648,0.01037363],"genre_scores_gemma":[0.997077,0.0002190558,0.0004223321,0.001324084,0.0004524087,0.000003582663,0.00001288871,0.00006371071,0.0004248732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04868654,"threshold_uncertainty_score":0.9959299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04206487708847038,"score_gpt":0.2698055304046216,"score_spread":0.2277406533161512,"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."}}