{"id":"W2963806248","doi":"10.1053/j.semtcvs.2019.07.003","title":"Sutureless and Transcatheter Aortic Valve Replacement: When Rivals Become Allies","year":2019,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Aortic valve replacement; Valve replacement; Atrial fibrillation; Surgery; Prosthesis; Cardiology; Aortic valve; Context (archaeology); Internal medicine; Stenosis","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":[0.01358941,0.0005123477,0.00162527,0.00185242,0.004940643,0.01422245,0.001316682,0.007981581,0.02427724],"category_scores_gemma":[0.0412191,0.0003728703,0.0006369514,0.001939971,0.008597122,0.01869222,0.007363912,0.01100765,0.003496412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003900851,"about_ca_system_score_gemma":0.006555452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004881647,"about_ca_topic_score_gemma":0.01033999,"domain_scores_codex":[0.9914786,0.002713546,0.0004978917,0.0008759113,0.002017102,0.002416841],"domain_scores_gemma":[0.9706289,0.009198146,0.002789786,0.0008473373,0.003572202,0.01296353],"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":[0.0009876519,0.0003037448,0.01696163,0.0006832104,0.0001282774,0.002612714,0.007445549,0.0002209409,0.0006768961,0.1549051,0.4048339,0.4102405],"study_design_scores_gemma":[0.0001386963,0.0003735789,0.01254308,0.00234724,0.00008063854,0.003194977,0.04185434,0.0004822507,0.0002180376,0.1437355,0.7948663,0.0001653881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02015428,0.09321937,0.0007159798,0.8428887,0.01380709,0.00001385718,0.0001131158,0.00006437454,0.02902331],"genre_scores_gemma":[0.5663451,0.09442703,0.001906708,0.2753253,0.03352893,0.00005616285,0.0004283495,0.0002823032,0.02770015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02427724,"threshold_uncertainty_score":0.08121544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209087706921012,"score_gpt":0.2870247058455703,"score_spread":0.2749338287763601,"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."}}