{"id":"W4224321135","doi":"10.1016/j.jacc.2022.02.035","title":"Prevention of Cardiovascular Events and Mortality With Icosapent Ethyl in Patients With Prior Myocardial Infarction","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"","keywords":"Medicine; Clinical endpoint; Myocardial infarction; Internal medicine; Cardiology; Placebo; Stroke (engine); Unstable angina; Angina; Sudden cardiac death; Ventricular fibrillation; Randomized controlled trial","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":[0.00156238,0.0001235881,0.001303551,0.0001729475,0.00006741635,0.000001097667,0.0001283251,0.00003043848,0.000003140669],"category_scores_gemma":[0.00005472993,0.00007625138,0.0006407188,0.000491046,0.0002279081,0.00005138156,0.0001060243,0.0003532447,4.558512e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824289,"about_ca_system_score_gemma":0.0004371353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001424116,"about_ca_topic_score_gemma":0.000007623858,"domain_scores_codex":[0.9972681,0.0008892913,0.0005125348,0.0001614599,0.001003785,0.0001648254],"domain_scores_gemma":[0.9983745,0.00003115011,0.0007911427,0.0004508258,0.0002824123,0.00007001905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003319968,0.0001452172,0.9793243,0.00007795248,0.004825368,0.0000417184,0.00005331224,0.00621555,0.00005075072,0.00001111717,0.00003570527,0.005898971],"study_design_scores_gemma":[0.005154803,0.005024736,0.985924,0.00007674567,0.001182355,0.0005655381,0.00037926,0.000006071774,0.00006377044,0.00003590542,0.001512403,0.00007443208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979671,0.0006350955,0.0002405621,0.0001590061,0.0001553175,0.000736684,0.0000330842,0.000002206351,0.00007097229],"genre_scores_gemma":[0.9993509,0.0001743029,0.0002744635,0.00005104644,0.000104276,0.000019021,0.000002481004,0.00001494216,0.000008559034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006599609,"threshold_uncertainty_score":0.3109441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008567732698835451,"score_gpt":0.244332737160991,"score_spread":0.2357650044621556,"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."}}