{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001879931,0.0004423943,0.0008043365,0.0001554429,0.0002294295,0.0005859209,0.0002743725,0.0004227099,0.001417884],"category_scores_gemma":[0.002858076,0.0001423841,0.000624455,0.0003153482,0.0003157736,0.0003555388,0.0003348348,0.0009463982,0.00009831151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000164722,"about_ca_system_score_gemma":0.0004118138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004897243,"about_ca_topic_score_gemma":0.0009393096,"domain_scores_codex":[0.9994138,0.0003463802,0.00004165977,0.00007895719,0.000036058,0.00008300394],"domain_scores_gemma":[0.9981194,0.0006080077,0.0005406614,0.0001225153,0.00008763326,0.0005216331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2831303,0.002137616,0.6757147,0.0007153957,0.005217376,0.0002215836,0.0001517359,0.001174552,0.002289471,0.0004757854,0.002821964,0.02594952],"study_design_scores_gemma":[0.02662876,0.01889713,0.9454388,0.0001892758,0.004135211,0.0002739952,0.0001243518,0.001676102,0.0005351602,0.0007538129,0.001309655,0.00003784563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961827,0.001648628,0.0001589307,0.0004028638,0.00005063693,0.0001071079,0.0004928791,0.000006076462,0.000950178],"genre_scores_gemma":[0.9981508,0.0003351863,0.0002047205,0.0001625749,0.00009543495,0.0001519847,0.0006803499,0.000002155002,0.0002167805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001879931,"threshold_uncertainty_score":0.009942114,"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."}}