{"id":"W4388637596","doi":"10.1093/ehjopen/oead114","title":"Effectiveness of icosapent ethyl on first and total cardiovascular events in patients with metabolic syndrome, but without diabetes: REDUCE-IT MetSyn","year":2023,"lang":"en","type":"article","venue":"European Heart Journal Open","topic":"Diet and metabolism studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Amarin Corporation","keywords":"Metabolic syndrome; Medicine; Diabetes mellitus; Internal medicine; Cardiology; Endocrinology","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":[0.003062184,0.0002426359,0.001128195,0.0002887988,0.0001631729,0.00004134284,0.0001871748,0.00002891854,0.00001513857],"category_scores_gemma":[0.0002511003,0.0001677141,0.0002032871,0.000444758,0.00006794267,0.0002098279,0.0003294152,0.0003586146,0.00007134177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003245541,"about_ca_system_score_gemma":0.00004636354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003014404,"about_ca_topic_score_gemma":0.00000234822,"domain_scores_codex":[0.9974663,0.0008227189,0.0004086015,0.0003321947,0.0006052736,0.0003649427],"domain_scores_gemma":[0.9990526,0.0001295845,0.000120742,0.0003345163,0.0001481705,0.0002143644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001012198,0.0004086306,0.9932837,0.0002308476,0.001653434,0.0002291927,0.0005129424,0.0001335237,0.0001749299,0.000008549638,0.0003424718,0.002009544],"study_design_scores_gemma":[0.006754136,0.001072248,0.9810913,0.001849143,0.0003827297,0.00005823295,0.0001219561,0.000003206619,0.0002970499,0.000005289422,0.008188065,0.0001766679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951754,0.001217775,0.000001346991,0.0002504875,0.0003036,0.001054139,0.000008859794,0.00001657186,0.001971778],"genre_scores_gemma":[0.9989905,0.0004627038,0.00009675771,0.00008765351,0.00005752219,0.00001867964,0.000008432027,0.00006141861,0.0002163285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01219246,"threshold_uncertainty_score":0.6839181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031969518547502,"score_gpt":0.2904874713060117,"score_spread":0.2601677761205367,"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."}}