{"id":"W4200340310","doi":"10.1016/j.athoracsur.2021.12.003","title":"The American Association for Thoracic Surgery and The Society of Thoracic Surgeons Reasoning for Not Endorsing the 2021 ACC/AHA/SCAI Coronary Revascularization Guidelines","year":2021,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Coronary artery disease; Revascularization; Internal medicine; Cardiology; Conventional PCI; Canadian Cardiovascular Society; Percutaneous coronary intervention; Cardiothoracic surgery; Artery; Surgery; Myocardial infarction; Angina","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03150323,0.0007735786,0.002966429,0.0002375316,0.00127196,0.000211143,0.0005189225,0.0006232754,0.00002290958],"category_scores_gemma":[0.01071082,0.0004125217,0.005958152,0.001148247,0.001190865,0.0002404398,0.0002972967,0.001300142,0.000001286468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284953,"about_ca_system_score_gemma":0.00100448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004074003,"about_ca_topic_score_gemma":0.00001927389,"domain_scores_codex":[0.9908602,0.003406689,0.002297443,0.0008180715,0.001542052,0.001075548],"domain_scores_gemma":[0.9380856,0.05277593,0.004022115,0.001835988,0.003186234,0.00009408683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002118146,0.00004415985,0.005066893,0.0008274058,0.002235033,0.00001286731,0.0002091233,0.00001030477,0.0001477931,0.00002233191,0.6907675,0.2985384],"study_design_scores_gemma":[0.0002548299,0.0001385432,0.0142435,0.005938803,0.005902961,0.0003297473,0.002354331,0.001598338,0.01809783,0.001641448,0.9482123,0.001287358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05287299,0.03059161,0.002328386,0.9078659,0.00176484,0.003698512,0.0006506397,0.0001185959,0.0001085176],"genre_scores_gemma":[0.3211896,0.2315025,0.00241058,0.4107232,0.01312918,0.003245313,0.006509704,0.0009147588,0.01037516],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4971428,"threshold_uncertainty_score":0.9998327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059603163074347,"score_gpt":0.3964092482854765,"score_spread":0.2904489319780417,"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."}}