{"id":"W4413323344","doi":"10.1016/j.jscai.2025.103820","title":"Surgical Risk and Long-Term Mortality With PCI and CABG in Ischemic Left Ventricular Systolic Dysfunction","year":2025,"lang":"en","type":"article","venue":"Journal of the Society for Cardiovascular Angiography & Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Université de Montréal; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute; Fonds de Recherche du Québec - Santé; Boston Scientific Corporation; National Institutes of Health; National Institute for Health and Care Research; Bayer; Abbott Laboratories","keywords":"Cardiology; Medicine; Internal medicine; Conventional PCI; Term (time); Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0008798007,0.0001465528,0.0004704115,0.0002165614,0.0001680611,0.00004061574,0.00009386201,0.00009783284,0.000008041346],"category_scores_gemma":[0.00006247791,0.00009894259,0.05440368,0.0004818063,0.0001678464,0.0001008269,0.00006500685,0.0003070978,1.243629e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006103277,"about_ca_system_score_gemma":0.00004662995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000665342,"about_ca_topic_score_gemma":0.00007078783,"domain_scores_codex":[0.9988142,0.00009165079,0.0004904917,0.0001811507,0.0002543438,0.0001682231],"domain_scores_gemma":[0.9990863,0.00009243187,0.0002094908,0.0003032578,0.0002301564,0.0000784037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001590454,0.0005368636,0.9124908,0.001305236,0.07992744,0.0001041438,0.0001408937,0.0001331587,0.00001179576,0.00009232816,0.001322417,0.0037759],"study_design_scores_gemma":[0.00720651,0.0005476845,0.9235406,0.00440945,0.05692025,0.002763616,0.0005398543,0.00004121865,0.00003486352,0.0002307385,0.003601002,0.0001641883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8135892,0.1699037,0.01549423,0.0002131988,0.0002315086,0.0004841898,0.00003281762,0.000009309335,0.00004192239],"genre_scores_gemma":[0.9970199,0.002379309,0.0003801624,0.00002481832,0.00007468887,0.00002046992,0.000009874782,0.00001144837,0.00007935875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1834307,"threshold_uncertainty_score":0.9550662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197816729779089,"score_gpt":0.272720232332309,"score_spread":0.2607420650345181,"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."}}