{"id":"W2985476501","doi":"10.1161/circulationaha.119.044440","title":"REDUCE-IT USA","year":2019,"lang":"en","type":"article","venue":"Circulation","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"Amarin Pharma; Amarin Corporation; Esperion Therapeutics; Regeneron Pharmaceuticals; National Heart, Lung, and Blood Institute; Gilead Sciences; Amgen","keywords":"Medicine; Hazard ratio; Myocardial infarction; Internal medicine; Placebo; Unstable angina; Stroke (engine); Diabetes mellitus; Clinical endpoint; Cardiology; Randomized controlled trial; Confidence interval; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001876784,0.00004509861,0.0001182903,0.00003540854,0.00002317551,0.000006716649,0.00001824653,0.00005047072,0.0005443096],"category_scores_gemma":[0.00001793752,0.00004022,0.0000945664,0.00009248944,0.000006557763,0.00004972813,0.000005993826,0.00006186566,0.001030153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005504125,"about_ca_system_score_gemma":0.00005995623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005375745,"about_ca_topic_score_gemma":0.000001870733,"domain_scores_codex":[0.9994408,0.00001657668,0.00009927309,0.0001299889,0.0002155223,0.00009778416],"domain_scores_gemma":[0.9995613,0.000004660439,0.0000243264,0.000307703,0.00004681866,0.00005521907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000584211,0.00008558555,0.8430741,0.0003502438,0.000140994,0.00001479842,0.000312757,0.00038596,0.02363982,0.001820606,0.001960097,0.1281566],"study_design_scores_gemma":[0.000729022,0.00002615969,0.9758137,0.00004363982,0.00003421156,0.00005194337,0.00002255141,0.0009962633,0.000536356,0.0001176878,0.02157109,0.00005735517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745195,0.0001558599,0.0003600882,0.0006298107,0.0002019741,0.0003842666,4.057171e-7,0.00004019722,0.02370789],"genre_scores_gemma":[0.9983538,0.00001231188,0.0001598807,0.0004550944,0.0002797339,0.00000679243,0.00001489837,0.000009051258,0.0007084036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1327396,"threshold_uncertainty_score":0.9997476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02644570275418051,"score_gpt":0.2885518722237531,"score_spread":0.2621061694695725,"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."}}