{"id":"W4241531421","doi":"10.1007/978-3-030-24174-2_17","title":"Minimally Invasive Coronary Artery Bypass Grafting","year":2020,"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":"University of Ottawa","funders":"","keywords":"Medicine; Bypass grafting; Artery; Percutaneous coronary intervention; Revascularization; Surgery; Median sternotomy; Invasive surgery; Percutaneous; Minimally invasive cardiac surgery; Minimally invasive procedures; Cardiology; Randomized controlled trial; Cardiac surgery; Internal medicine; 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":[0.000134348,0.0005900462,0.0004398226,0.0006784956,0.0004358274,0.0009413388,0.0004978779,0.0006851247,0.0714801],"category_scores_gemma":[0.0002371444,0.0001835998,0.0003123197,0.0004813904,0.0003061961,0.0008821326,0.0008541071,0.001606998,0.02896982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003387833,"about_ca_system_score_gemma":0.00033673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004284363,"about_ca_topic_score_gemma":0.002795894,"domain_scores_codex":[0.9999288,0.000009211067,0.000002676119,0.00001047672,0.00004055147,0.000008319942],"domain_scores_gemma":[0.999943,0.00002843259,0.000003463448,0.000005013795,0.000009880184,0.0000101271],"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":[0.00002153007,0.0001074054,0.0001066348,0.0003790363,0.000008871725,0.0005848762,0.0001340676,0.0005847423,0.002648861,0.04770403,0.3325832,0.6151367],"study_design_scores_gemma":[0.000002876084,0.00001961144,0.0003495526,0.0001985944,0.000003370799,0.001385085,0.00002877908,0.0001840373,0.0002504834,0.0101914,0.9873794,0.000006633019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001005476,0.03440528,0.008019423,0.001529354,0.003154846,0.00003752219,0.0001195333,0.0002294238,0.951499],"genre_scores_gemma":[0.003147437,0.02160127,0.003522248,0.00122359,0.001280338,0.00002766782,0.0001396848,0.00007711753,0.9689807],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0714801,"threshold_uncertainty_score":0.2391247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250487414402904,"score_gpt":0.2373078771719269,"score_spread":0.2148030030278979,"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."}}