{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006105545,0.0005706053,0.002034349,0.0002290321,0.0001577014,0.0004746271,0.0002902184,0.0005393508,0.001769352],"category_scores_gemma":[0.001079355,0.0002503521,0.001307642,0.000229062,0.0002823386,0.00034353,0.0003303312,0.001237479,0.000178789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092006,"about_ca_system_score_gemma":0.0003890323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009435707,"about_ca_topic_score_gemma":0.001987631,"domain_scores_codex":[0.9997113,0.0001580483,0.00002936537,0.00003276456,0.00002239229,0.00004615232],"domain_scores_gemma":[0.9995819,0.0001342337,0.0001336359,0.00002768571,0.00002226509,0.0001003105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8709179,0.01287447,0.009407231,0.001531396,0.003333479,0.0001896231,0.0001058319,0.0008918138,0.01104014,0.0001830341,0.0007945046,0.08873051],"study_design_scores_gemma":[0.4409092,0.4387112,0.1014495,0.0004492997,0.007441045,0.0003757236,0.0003042401,0.002720136,0.004971756,0.0002936574,0.002306812,0.0000674037],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942394,0.004113535,0.0001297253,0.0001750897,0.00007587753,0.0001313156,0.0001718012,0.00002354594,0.0009396222],"genre_scores_gemma":[0.9971486,0.001691427,0.0002295725,0.0001927912,0.00007540989,0.00007661166,0.0002023556,0.000003706089,0.0003795644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002034349,"threshold_uncertainty_score":0.005919099,"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."}}