{"id":"W3157664398","doi":"10.1016/j.xjtc.2021.04.031","title":"Commentary: Robotic totally endoscopic coronary artery bypass: State of an art","year":2021,"lang":"en","type":"editorial","venue":"JTCVS Techniques","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Medtronic","keywords":"Medicine; Anastomosis; Artery; Circumflex; Thoracotomy; Revascularization; Bypass grafting; Stent; Fibrous joint; Percutaneous coronary intervention; Coronary sinus; Surgery; Cardiology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007025297,0.0007665376,0.002114902,0.0004542805,0.00007801164,0.00005814454,0.0003797713,0.0009346452,0.0002770855],"category_scores_gemma":[0.0001505363,0.0007705216,0.0006898163,0.0003073543,0.0002587327,0.0002981043,0.0003112599,0.001423283,0.00001424222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003926735,"about_ca_system_score_gemma":0.0007787796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001877185,"about_ca_topic_score_gemma":0.00004669699,"domain_scores_codex":[0.995714,0.0003411506,0.001125396,0.0009280113,0.001301449,0.0005900062],"domain_scores_gemma":[0.9965294,0.0004577964,0.0005125278,0.001605758,0.000598942,0.0002955532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003241008,0.0005988827,0.0003415729,0.0004951059,0.0004369477,0.001331089,0.00004493849,2.937165e-7,0.003085592,0.000009791569,0.9531603,0.04017136],"study_design_scores_gemma":[0.0005037853,0.002292051,0.001113906,0.001874965,0.0005607703,0.0001347094,0.00003934014,0.00000556899,0.02799026,0.0003488814,0.964516,0.0006197598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01407341,0.006479895,0.003367664,0.003405169,0.9250501,0.007392331,0.002573974,0.00808721,0.02957019],"genre_scores_gemma":[0.02470282,0.01176173,0.05385228,0.004766091,0.8567096,0.001710172,0.032284,0.0008853478,0.01332795],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06834053,"threshold_uncertainty_score":0.9994746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007686119538867948,"score_gpt":0.2720316742775571,"score_spread":0.2643455547386891,"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."}}