{"id":"W2024910669","doi":"10.1097/imi.0000000000000019","title":"Can Minimally Invasive Coronary Artery Bypass Grafting be Initiated and Practiced Safely?","year":2013,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Perioperative; Cardiopulmonary bypass; Artery; Thoracotomy; Myocardial infarction; Cardiology; Revascularization; Bypass grafting; Stroke (engine); Off-pump coronary artery bypass; Surgery; Internal medicine; Anesthesia","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":[0.0009717122,0.0001768728,0.0001651213,0.0003285833,0.0001825489,0.0005536125,0.0003206087,0.0004474668,0.002197007],"category_scores_gemma":[0.01907492,0.00008737692,0.0002322923,0.0002822923,0.0002718051,0.0008682209,0.000411085,0.0003762268,0.0003772585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002535803,"about_ca_system_score_gemma":0.0007503465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006547715,"about_ca_topic_score_gemma":0.0009781379,"domain_scores_codex":[0.99925,0.0002347708,0.00005865419,0.00009285509,0.0001941115,0.0001695242],"domain_scores_gemma":[0.9907008,0.00300968,0.003789397,0.0002903213,0.0006137794,0.001595951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005476185,0.0003189961,0.9350589,0.00005404628,0.00003467708,0.000273827,0.0001198869,0.0002368011,0.0004826818,0.00006164356,0.0003207838,0.06249009],"study_design_scores_gemma":[0.00002591254,0.001268047,0.9942731,0.00007843399,0.00002615208,0.001207101,0.0003915142,0.001062281,0.000450395,0.0002523366,0.0009545944,0.00001012106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975207,0.0006830143,0.0003972242,0.0004569071,0.00002379472,0.00001305854,0.00005312783,0.00001064104,0.0008415805],"genre_scores_gemma":[0.9991856,0.0002725803,0.0002661163,0.00006798061,0.00004054324,0.000007037294,0.00005553307,0.000002497364,0.0001022497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002197007,"threshold_uncertainty_score":0.00734967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239155318201949,"score_gpt":0.2871406505432705,"score_spread":0.2632251187230756,"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."}}