{"id":"W3094072653","doi":"10.1007/s11892-020-01343-7","title":"The Road to Approval: a Perspective on the Role of Icosapent Ethyl in Cardiovascular Risk Reduction","year":2020,"lang":"en","type":"review","venue":"Current Diabetes Reports","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Amarin Pharma; Amarin Corporation","keywords":"Eicosapentaenoic acid; Medicine; Clinical trial; Ethyl ester; Pharmacology; Intensive care medicine; Internal medicine; Fatty acid; Polyunsaturated fatty acid; Biochemistry; Biology","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":[0.002785985,0.000744556,0.002615396,0.001814676,0.0003236379,0.001873585,0.001240902,0.002795907,0.009375652],"category_scores_gemma":[0.005849062,0.0003070526,0.001894308,0.001816518,0.0006657972,0.002003986,0.0007313225,0.003831164,0.002427186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007413529,"about_ca_system_score_gemma":0.003355986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045653,"about_ca_topic_score_gemma":0.002358934,"domain_scores_codex":[0.9987465,0.0004043332,0.000271576,0.000132937,0.0003720992,0.00007257218],"domain_scores_gemma":[0.9967812,0.001953695,0.0004851101,0.00005699944,0.0005910558,0.000131903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003232331,0.00006235619,0.0001432909,0.09323794,0.0003982008,0.0003237822,0.0001262125,0.000237699,0.0009842401,0.009355972,0.05542767,0.8393794],"study_design_scores_gemma":[0.0001569159,0.0002821318,0.0005882615,0.05413536,0.0007948907,0.000684862,0.0001270444,0.00008848914,0.0002915421,0.003598755,0.9392236,0.00002811556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009402008,0.9963334,0.0001101788,0.001777244,0.0007076554,0.00001524417,0.00003597731,0.000009507109,0.0009167445],"genre_scores_gemma":[0.0007697353,0.996851,0.0002311646,0.001409247,0.0003393224,0.00002086124,0.00003397286,0.000003499447,0.0003411805],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009375652,"threshold_uncertainty_score":0.03136474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321184865659466,"score_gpt":0.3600214505081767,"score_spread":0.316809601851582,"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."}}