{"id":"W2916717962","doi":"10.1001/jamacardio.2019.0014","title":"Baseline Characteristics and Risk Profiles of Participants in the ISCHEMIA Randomized Clinical Trial","year":2019,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Canadian Heart Research Centre; University of Toronto","funders":"Duke Clinical Research Institute; National Heart, Lung, and Blood Institute; Abbott Vascular; Sirtex Medical; Merck Sharp and Dohme; KU Leuven; University of Toronto; Institut de Cardiologie de Montréal; Heart and Stroke Foundation of Canada; Henry Ford Health System; Tenax Therapeutics; David Geffen School of Medicine, University of California, Los Angeles; Massachusetts General Hospital; Luitpold Pharmaceuticals; Perelman School of Medicine, University of Pennsylvania; Vanderbilt University Medical Center; Dalio Foundation; Cedars-Sinai Medical Center; National Institutes of Health; Regeneron Pharmaceuticals; Arbor Pharmaceuticals; University of Hull; Amgen; Daiichi Sankyo Europe; Servier; Gilead Sciences; Vanderbilt University; Daiichi-Sankyo; York University; Pfizer; Omron Healthcare; Sanofi; Weill Cornell Medical College; CSL Behring; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Randomized controlled trial; Coronary artery disease; Revascularization; Internal medicine; Ischemia; Stenosis; Cardiology; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007363194,0.0001065815,0.001391133,0.00005014491,0.00001392158,0.000009091891,0.00006115575,0.0001745619,0.00001419776],"category_scores_gemma":[0.02296169,0.00006426104,0.0002917104,0.00007224172,0.0002865664,0.0000221933,0.00004325138,0.0004003674,0.00001878914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007836318,"about_ca_system_score_gemma":0.00008385564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003780793,"about_ca_topic_score_gemma":8.907758e-7,"domain_scores_codex":[0.9969979,0.001782124,0.0006682875,0.0002118031,0.0001296423,0.000210267],"domain_scores_gemma":[0.9909227,0.008381206,0.0002000755,0.0003442904,0.00009291816,0.00005882397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1747625,0.0000624383,0.8181099,0.00003954337,0.0001864443,0.00003935697,0.0001389883,0.000002505818,0.0000696981,0.00008551027,0.001648414,0.004854708],"study_design_scores_gemma":[0.559493,0.0003630202,0.4345146,0.00005929122,0.0008447834,0.00004765882,0.0001601525,0.0008123096,0.00008786465,0.00006863266,0.003453967,0.00009470172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953096,0.000496372,0.000134955,0.000677224,0.0006559449,0.001075739,0.00004840798,0.00001183341,0.001589946],"genre_scores_gemma":[0.9973668,0.000962286,0.00017579,0.0004150297,0.0009224282,0.00005930529,0.00004479152,0.000009359424,0.00004420192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3847305,"threshold_uncertainty_score":0.9852683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03529136860414043,"score_gpt":0.3502187615502118,"score_spread":0.3149273929460714,"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."}}