{"id":"W4405464590","doi":"10.1161/circinterventions.123.013743","title":"Relationship Between Severity of Ischemia and Coronary Artery Disease for Different Stress Test Modalities in the ISCHEMIA Trial","year":2024,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Ottawa; St. Paul's Hospital; University of British Columbia; Kimberly-Clark (Canada)","funders":"National Heart, Lung, and Blood Institute; Relypsa; National Center for Advancing Translational Sciences; Medical Research Council; HLS Therapeutics; Daiichi Sankyo Europe; Servier; Amgen; Siemens Healthineers; MyoKardia; Novo Nordisk; Sanofi; Abiomed; AstraZeneca; Amarin Corporation; Abbott Vascular; Regeneron Pharmaceuticals; Idorsia Pharmaceuticals; Bristol-Myers Squibb; Cleveland Clinic; TD Bank; Pfizer; Heart and Stroke Foundation of Canada; Engineering and Physical Sciences Research Council; Lantheus Medical Imaging; Bayer HealthCare; Eli Lilly and Company; InfraRedx","keywords":"Medicine; Coronary artery disease; Cardiology; Ischemia; Internal medicine; Stress Echocardiography; Stress testing (software); Myocardial infarction; Radiology; Angiography; Infarction; Magnetic resonance imaging; Fractional flow reserve; Coronary angiography","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":[],"consensus_categories":[],"category_scores_codex":[0.0005774767,0.0001273179,0.0003414868,0.0001431545,0.00007346216,0.00005823358,0.00005497258,0.00006828822,0.000007295011],"category_scores_gemma":[0.00121373,0.0001048292,0.001460942,0.0001628581,0.00009506827,0.0001079031,0.00002846133,0.0001850602,0.000001737655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006284682,"about_ca_system_score_gemma":0.00006152935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001514552,"about_ca_topic_score_gemma":0.000002866386,"domain_scores_codex":[0.9988192,0.0001114929,0.0004071218,0.0002461699,0.0002886885,0.0001273817],"domain_scores_gemma":[0.9979841,0.001426446,0.0000429565,0.0003903958,0.00008499095,0.00007114985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001931298,0.0001609123,0.9938296,0.002022309,0.000570687,0.00002043228,0.0003323209,0.0001852594,0.00001488878,0.000912526,0.000374505,0.001383445],"study_design_scores_gemma":[0.005063045,0.00004998903,0.9890301,0.000916113,0.002147143,0.00002541427,0.0002427582,0.0007338868,0.00005874889,0.001330494,0.0002967913,0.0001055463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712964,0.01120341,0.01495278,0.0004973608,0.0002364887,0.001113948,0.0004895833,0.000047569,0.0001625139],"genre_scores_gemma":[0.9986579,0.00001937642,0.00006565941,0.00001605449,0.0003153347,0.0002384231,0.0006093185,0.00001804092,0.00005991705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02736153,"threshold_uncertainty_score":0.4274812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06696723933574567,"score_gpt":0.3275566451085022,"score_spread":0.2605894057727566,"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."}}