{"id":"W3091572391","doi":"10.1016/j.cjca.2020.07.183","title":"A SYSTEMATIC REVIEW AND META-ANALYSIS OF 45 RANDOMIZED STUDIES USING PROTOCOL-DRIVEN ASSESSMENT OF SAPHENOUS VEIN GRAFT PATENCY","year":2020,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Bypass grafting; Meta-analysis; Saphenous vein graft; Occlusion; Vein; Artery; Cardiology; Protocol (science); Coronary angiogram; Randomized controlled trial; Radiology; Surgery; Internal medicine; Coronary angiography; Myocardial infarction; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01905355,0.003632078,0.02181403,0.004983594,0.0009670993,0.003996192,0.002245719,0.00292919,0.004494913],"category_scores_gemma":[0.05321601,0.002310613,0.04053604,0.004949545,0.001246818,0.002697197,0.002277604,0.003151469,0.0005359294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003541357,"about_ca_system_score_gemma":0.004580732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007008393,"about_ca_topic_score_gemma":0.01874094,"domain_scores_codex":[0.9808682,0.008785228,0.006580562,0.001804874,0.001549053,0.0004122105],"domain_scores_gemma":[0.9791038,0.01533433,0.003242742,0.0009617011,0.001131181,0.0002261812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004462934,0.00005015948,0.002187646,0.2432588,0.7401732,0.00009462851,0.00009821684,0.000310768,0.00018672,0.0001147393,0.0003589178,0.008703187],"study_design_scores_gemma":[0.00243724,0.000230123,0.001592578,0.01208255,0.982529,0.00005625715,0.00003484681,0.0001019703,0.00006937754,0.0001509674,0.0006914322,0.00002364165],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01706075,0.9761103,0.00240624,0.0002886324,0.0004315166,0.002005456,0.001056348,0.00007996815,0.0005607732],"genre_scores_gemma":[0.3894798,0.5896805,0.01044247,0.002487217,0.0003363416,0.004614366,0.001956828,0.0001068119,0.0008956485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.978186,"threshold_uncertainty_score":0.100766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781463364455808,"score_gpt":0.4450071009304295,"score_spread":0.2668607644848487,"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."}}