{"id":"W3160459822","doi":"10.1016/j.jtcvs.2021.05.020","title":"Commentary: Minimally invasive aortic valve replacement in the transcatheter aortic valve replacement era: Where do we stand?","year":2021,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Perioperative; Aortic valve replacement; Intensive care unit; Propensity score matching; Aortic valve; Median sternotomy; Surgery; Cardiac 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00504936,0.001157042,0.002573372,0.001131579,0.005592486,0.005371014,0.003044555,0.1004695,0.008975507],"category_scores_gemma":[0.0387336,0.001043338,0.001773715,0.001171682,0.003406869,0.005437918,0.002256415,0.06625421,0.008183989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006016223,"about_ca_system_score_gemma":0.01146089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056937,"about_ca_topic_score_gemma":0.01620068,"domain_scores_codex":[0.9942299,0.001606921,0.000727042,0.0007195092,0.001934179,0.0007825027],"domain_scores_gemma":[0.9812835,0.009888169,0.001445796,0.0002974995,0.003491327,0.003593692],"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":[0.00004284059,0.00002078378,0.0002912727,0.0000653157,0.00001467089,0.001053579,0.00009441822,0.0000389496,0.00007175613,0.001014295,0.9942602,0.00303191],"study_design_scores_gemma":[0.0001908572,0.00007880972,0.001275798,0.0009541748,0.00008146399,0.002573857,0.0006247298,0.0005559422,0.0001852549,0.006982631,0.9863673,0.0001292284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001442156,0.0006745546,0.00003298687,0.97414,0.02381635,0.000007250202,0.00004112748,0.00001144212,0.001132044],"genre_scores_gemma":[0.001424734,0.0007048622,0.0001039055,0.9464899,0.04851275,0.00002228421,0.00002197348,0.00001375956,0.002705779],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1004695,"threshold_uncertainty_score":0.04365098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003286788041773,"score_gpt":0.2729716868065903,"score_spread":0.2529388189261726,"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."}}