{"id":"W3105628313","doi":"10.1007/978-3-030-47887-2_36","title":"Robotic Coronary Artery Revascularization","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":"Western University","funders":"","keywords":"Minimally invasive cardiac surgery; Medicine; Cardiac surgery; Surgery; Robotic surgery; Invasive surgery; Endoscope; Artery","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":[0.0001780474,0.0006640507,0.0003951122,0.0005890123,0.0003492434,0.0008628179,0.0004406474,0.0007289342,0.06449872],"category_scores_gemma":[0.0003045355,0.0001717336,0.0003973112,0.0003157348,0.000291858,0.0008112844,0.000736002,0.001437065,0.0280102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003033966,"about_ca_system_score_gemma":0.0003095256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003728418,"about_ca_topic_score_gemma":0.001978175,"domain_scores_codex":[0.9999259,0.000009182078,0.000002713951,0.00001592598,0.00003684402,0.000009401941],"domain_scores_gemma":[0.9999365,0.00002762924,0.00000469437,0.00000775339,0.0000102766,0.00001325719],"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":[0.00002163765,0.00005830354,0.0001060378,0.0002794036,0.00001283446,0.0004154117,0.00005571975,0.0005851078,0.002283067,0.02531565,0.2925805,0.6782863],"study_design_scores_gemma":[0.000004389519,0.0000354156,0.0005345186,0.0002207158,0.000007723546,0.00278527,0.00002077818,0.0003697619,0.0004822153,0.008657494,0.9868706,0.00001101932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001754971,0.05530491,0.02262186,0.002664409,0.004571002,0.00003573986,0.000186102,0.000618747,0.9122422],"genre_scores_gemma":[0.006901651,0.03216195,0.006992618,0.002148602,0.002980238,0.00003499803,0.0002511389,0.0001573764,0.9483714],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06449872,"threshold_uncertainty_score":0.2157697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963691767404526,"score_gpt":0.2297944788965084,"score_spread":0.2101575612224632,"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."}}