{"id":"W4380550793","doi":"10.1007/978-3-031-21104-1_5","title":"Endoscopic Cardiac Surgery—Tips, Tricks and Traps; Endoscopic Vessel Harvesting for Coronary Artery Revascularization Surgery with a Non Sealed Reusable System","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Surgery; Myocardial revascularization; Artery; Revascularization; Cardiac surgery; Cardiology; Myocardial infarction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002206146,0.0007281702,0.0003871126,0.0008298173,0.0004454835,0.00130053,0.0005479206,0.00105249,0.02260584],"category_scores_gemma":[0.0003185506,0.0003044786,0.0003829574,0.0005038235,0.0007335896,0.001890022,0.0007528939,0.001750855,0.01267421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746036,"about_ca_system_score_gemma":0.0003665509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000313684,"about_ca_topic_score_gemma":0.001151936,"domain_scores_codex":[0.9998772,0.00001230486,0.000006497776,0.00002174108,0.00007448092,0.000007627908],"domain_scores_gemma":[0.9999208,0.00004294989,0.000006328793,0.000008590028,0.00001155496,0.000009752975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005080306,0.00009954216,0.0001854397,0.0006131319,0.00001330385,0.0006580636,0.0002143767,0.0007107267,0.008608669,0.08740438,0.265406,0.6360354],"study_design_scores_gemma":[0.00000524256,0.00005505136,0.0003990894,0.0001780722,0.000007011829,0.002219617,0.00004620725,0.0005575074,0.001195842,0.01227291,0.9830464,0.00001704642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.004063714,0.1379377,0.07395809,0.003102729,0.007029887,0.0001350293,0.0002849629,0.001082034,0.7724059],"genre_scores_gemma":[0.008881042,0.03458548,0.02299314,0.001643528,0.001808739,0.00005926891,0.000120396,0.0003373032,0.9295713],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02260584,"threshold_uncertainty_score":0.07562405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609126502989353,"score_gpt":0.2321878140476913,"score_spread":0.2060965490177978,"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."}}