{"id":"W3126279717","doi":"10.1016/j.xjtc.2021.01.037","title":"Commentary: Suture annuloplasty for isolated aortic valve repair: The Holy Grail is yet to be found","year":2021,"lang":"en","type":"editorial","venue":"JTCVS Techniques","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Aortic valve repair; Medicine; Regurgitation (circulation); Aortic root; Aortic valve; Fibrous joint; Aortic Valve Insufficiency; Surgery; Cardiology; Aorta","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":[0.0003122142,0.0006348035,0.00104336,0.0001591495,0.0002545757,0.0001231087,0.0002498379,0.0008598786,0.0001130336],"category_scores_gemma":[0.0005319503,0.0004556439,0.004823781,0.000342758,0.00008242825,0.00007654842,0.0002307362,0.000696089,0.00001178639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004722091,"about_ca_system_score_gemma":0.0004041789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005890811,"about_ca_topic_score_gemma":0.00003356945,"domain_scores_codex":[0.9971249,0.00009453785,0.000525757,0.0008661429,0.00084925,0.0005394898],"domain_scores_gemma":[0.9969513,0.0004674464,0.0002205382,0.001304492,0.0007453559,0.0003108601],"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":[0.0005626775,0.0003348408,0.0009716258,0.0003041378,0.003998139,0.00003829272,0.0001896795,2.247681e-8,0.00006417603,0.000009416602,0.9917358,0.001791232],"study_design_scores_gemma":[0.0009756823,0.001352017,0.001440839,0.0005975859,0.00555576,0.000006160079,0.000136267,0.000003447029,0.0003534504,0.0001609099,0.9889891,0.0004287802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01276931,0.008198611,0.0004691751,0.03549052,0.8950836,0.01608763,0.02591934,0.004328118,0.001653656],"genre_scores_gemma":[0.006979098,0.002161469,0.006693885,0.03862981,0.9078223,0.005183499,0.02546391,0.0005682554,0.006497843],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01273859,"threshold_uncertainty_score":0.9997895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212275226509706,"score_gpt":0.3548950118547141,"score_spread":0.342772259589617,"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."}}