{"id":"W4401060214","doi":"10.1016/j.hlc.2024.06.533","title":"Significant Reduction in ST-Elevation MI With Icosapent Ethyl in REDUCE-IT","year":2024,"lang":"en","type":"article","venue":"Heart Lung and Circulation","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Reduction (mathematics); Elevation (ballistics); Internal medicine; Cardiology; Structural engineering","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":[0.0002794443,0.00007008027,0.0001316134,0.000185643,0.00002856816,0.00003449208,0.000006684652,0.00006848371,0.00001236154],"category_scores_gemma":[0.000009956701,0.00005902588,0.00003136943,0.0002796356,0.00001604574,0.000105166,0.000004113537,0.0001459258,0.000003132965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139393,"about_ca_system_score_gemma":0.00006357815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001385575,"about_ca_topic_score_gemma":0.00001732827,"domain_scores_codex":[0.9992934,0.00003134441,0.0001869191,0.0002255042,0.0001541339,0.0001086566],"domain_scores_gemma":[0.99982,0.00001698613,0.00001619565,0.00008190014,0.00002851694,0.00003643012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003725183,0.0001744179,0.2405328,0.001036152,0.00005691875,0.00002639916,0.004389972,0.02132427,0.7031167,0.00076925,0.001221858,0.02697884],"study_design_scores_gemma":[0.0006614605,0.0000780067,0.8908077,0.001296404,0.00005174573,0.0001200872,0.0004989493,0.1038871,0.001226801,0.0001364267,0.001114845,0.0001204068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955644,0.000957281,0.0002832077,0.002339771,0.0001471957,0.0003038741,0.00000110807,0.00003254925,0.0003706185],"genre_scores_gemma":[0.9994093,0.0001042352,0.0001624241,0.0000450625,0.0001363237,0.00001680918,0.00004725245,0.00001250643,0.00006609687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7018899,"threshold_uncertainty_score":0.2407006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304225509446201,"score_gpt":0.3008382347490964,"score_spread":0.2777959796546344,"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."}}