{"id":"W4411750817","doi":"10.1093/ehjopen/oeaf086","title":"International trends in radial artery usage for coronary artery bypass grafting","year":2025,"lang":"en","type":"article","venue":"European Heart Journal Open","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College; Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; St. Michael's Hospital; University of Toronto","funders":"Ministry of Long-Term Care; Biotest; Takeda Canada; CytoSorbents Europe; Sandoz Canada; AstraZeneca Pharma Poland; International Council for the Exploration of the Sea; CorHealth Ontario; University of Toronto; Alexion Pharmaceuticals; AstraZeneca; Cerus Corporation; Beth Israel Deaconess Medical Center; Amgen; Ministry of Health, Ontario; Department of Anesthesiology and Pain Medicine, Faculty of Medicine, University of Ottawa; Boehringer Ingelheim España","keywords":"Bypass grafting; Radial artery; Artery; Cardiology; Internal medicine; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00115612,0.0001115692,0.0002280974,0.001737393,0.0001567931,0.0006358227,0.0003452379,0.0001612034,0.001370214],"category_scores_gemma":[0.003377527,0.0001068382,0.0004008149,0.003438378,0.0002362563,0.000458853,0.0004124132,0.0003021985,0.0002220409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007019276,"about_ca_system_score_gemma":0.0007982437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03677584,"about_ca_topic_score_gemma":0.07315475,"domain_scores_codex":[0.9986655,0.0002050903,0.0002762114,0.0003602581,0.0003372521,0.0001557416],"domain_scores_gemma":[0.9939694,0.0008042192,0.003451722,0.0002607655,0.001110065,0.0004037945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003383016,0.00001037782,0.9936565,0.00007411607,0.00007685376,0.00002889293,0.0001392918,0.00006246809,0.0001476102,0.0001234283,0.0004715309,0.005175024],"study_design_scores_gemma":[0.000001695602,0.00002077999,0.9982628,0.00003113306,0.00002369427,0.0001732289,0.0002323156,0.0001039862,0.00007551165,0.0000113822,0.001060201,0.000003235873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805823,0.004954771,0.0003904705,0.0004953368,0.00002158137,0.00001723178,0.009668806,0.00002120742,0.003848315],"genre_scores_gemma":[0.9929778,0.002168596,0.0003426215,0.00009532184,0.00002059208,0.00001501032,0.003946287,0.000007096636,0.0004266772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03677584,"threshold_uncertainty_score":0.07312351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0640709100469915,"score_gpt":0.3726244470662174,"score_spread":0.3085535370192259,"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."}}