{"id":"W4308485983","doi":"10.1016/j.jtcvs.2022.10.034","title":"Intimal hyperplasia, saphenous vein graft disease, and clinical outcomes: Insights from the CTSN VEST randomized trial","year":2022,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"National Heart, Lung, and Blood Institute; GlaxoSmithKline; AtriCure; CryoLife; CSL Behring; Bristol-Myers Squibb","keywords":"VEST; Medicine; Intimal hyperplasia; Randomized controlled trial; Saphenous vein graft; Vein; Internal medicine; Disease; Surgery; Clinical trial; Hyperplasia; Cardiology; Smooth muscle; Artery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003699099,0.001364266,0.003233512,0.0002884425,0.0003650079,0.001416571,0.0009251966,0.001654673,0.004990029],"category_scores_gemma":[0.006032647,0.0004017247,0.002504746,0.0005393676,0.001049696,0.001286137,0.0008631719,0.002622247,0.000398666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005142385,"about_ca_system_score_gemma":0.0008016755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006342,"about_ca_topic_score_gemma":0.001884277,"domain_scores_codex":[0.9982538,0.00108304,0.0001209959,0.000245305,0.0001479863,0.00014876],"domain_scores_gemma":[0.9970267,0.001564576,0.0006050061,0.0002925493,0.0001171342,0.0003939821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.942901,0.001317034,0.01959594,0.001818989,0.01556322,0.0001498807,0.00008216475,0.0005912112,0.0008102359,0.000864517,0.002243536,0.01406226],"study_design_scores_gemma":[0.8917866,0.01685338,0.05767106,0.0005287688,0.02571711,0.0002806889,0.0002150321,0.001037303,0.0003778531,0.002835042,0.002627592,0.00006958167],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659172,0.02467451,0.0005835561,0.002094666,0.0007049497,0.0003839078,0.001987683,0.00004025155,0.003613368],"genre_scores_gemma":[0.9888364,0.004749312,0.0007378054,0.0009856361,0.0007540048,0.0005230145,0.002067205,0.00001512305,0.00133142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004990029,"threshold_uncertainty_score":0.0195629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780710422469876,"score_gpt":0.3144697550549543,"score_spread":0.2866626508302555,"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."}}