{"id":"W4385502437","doi":"10.1016/j.athoracsur.2023.06.010","title":"Expert Systematic Review on the Choice of Conduits for Coronary Artery Bypass Grafting: Endorsed by the European Association for Cardio-Thoracic Surgery (EACTS) and The Society of Thoracic Surgeons (STS)","year":2023,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Electrical conduit; Bypass grafting; Artery; Internal thoracic artery; Cardiothoracic surgery; Surgery; Cardiology; Cardiac surgery; Coronary artery bypass surgery; Vein; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05081196,0.0004812096,0.002679513,0.0001654228,0.0004321261,0.00004231679,0.0004431452,0.000164563,0.00001356341],"category_scores_gemma":[0.009079055,0.0002327522,0.003462619,0.0009430831,0.000515454,0.0001618853,0.0001596019,0.0003725964,0.000005530236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005229965,"about_ca_system_score_gemma":0.0002130238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008460898,"about_ca_topic_score_gemma":0.000003579494,"domain_scores_codex":[0.9905714,0.005306782,0.001916351,0.00045635,0.001048874,0.0007002309],"domain_scores_gemma":[0.9287365,0.06677912,0.002143355,0.001376439,0.0008582156,0.0001063863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002763678,0.0003195702,0.007540726,0.08302864,0.00582698,0.00001508451,0.001577538,0.000005871748,0.002506936,0.0001553286,0.8514007,0.04485893],"study_design_scores_gemma":[0.00256113,0.001409064,0.07614062,0.4355217,0.03225488,0.001068973,0.0228162,0.002094567,0.2966848,0.004875209,0.1190628,0.005510109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7659839,0.1283846,0.0003032432,0.08511804,0.001168725,0.01587958,0.001331307,0.0004870626,0.001343582],"genre_scores_gemma":[0.9569532,0.03623772,0.00001213728,0.00418531,0.0001953257,0.00121566,0.000222683,0.0001079916,0.0008700184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.732338,"threshold_uncertainty_score":0.9992679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132181030674059,"score_gpt":0.3789674660088827,"score_spread":0.2657493629414768,"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."}}