{"id":"W4386122563","doi":"10.1002/hsr2.1532","title":"Is complete myocardial revascularisation with total arterial coronary artery bypass graft a dream or reality?","year":2023,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radial artery; Angina; Cardiology; Internal medicine; Coronary artery bypass surgery; Artery; Coronary artery disease; Surgery; Great saphenous vein; Population; Canadian Cardiovascular Society; Vein; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002837405,0.0002134936,0.0005966402,0.0003214923,0.0004443277,0.00006323674,0.00007501747,0.00007957801,0.00007135316],"category_scores_gemma":[0.00007491901,0.000160021,0.0001835108,0.001434291,0.0004538423,0.0003451276,0.00008557862,0.0001918389,0.00002675623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000300408,"about_ca_system_score_gemma":0.002724954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004131373,"about_ca_topic_score_gemma":0.00002929471,"domain_scores_codex":[0.9963438,0.00006479272,0.0006921478,0.0007980061,0.001372396,0.0007288574],"domain_scores_gemma":[0.9980606,0.00004540945,0.0003244408,0.0008601369,0.0002170081,0.0004923439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003720263,0.0005985348,0.6233452,0.0008535541,0.0003591033,0.02554444,0.00373543,0.00003808062,0.01014137,0.0002545818,0.1652763,0.1661332],"study_design_scores_gemma":[0.0004024878,0.0007495852,0.962044,0.0001953058,0.00004232625,0.02027299,0.000206685,0.0001548499,0.0002051109,0.0001428211,0.01537348,0.000210353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879885,0.00006339128,0.0003783049,0.006952765,0.001144902,0.00133178,0.00001742123,0.0007128929,0.00141006],"genre_scores_gemma":[0.9961958,0.0001397205,0.0005668368,0.00203515,0.000373595,0.0001167116,0.0001205616,0.0000257373,0.0004258666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3386988,"threshold_uncertainty_score":0.6525469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0526639938438218,"score_gpt":0.3390050117283333,"score_spread":0.2863410178845115,"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."}}