{"id":"W2175523544","doi":"10.1093/ejcts/ezv369","title":"Sutureless, rapid deployment valves and stented bioprosthesis in aortic valve replacement: recommendations of an International Expert Consensus Panel","year":2015,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Trillium Health Centre; McMaster University","funders":"","keywords":"Medicine; Aortic valve; Contraindication; Aortic root; Bicuspid aortic valve; Fluoroscopy; Surgery; Endocarditis; Ascending aorta; Aortic valve replacement; Cardiology; Radiology; Aorta; 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":[0.143964,0.002484353,0.004115134,0.01334325,0.002234842,0.004829396,0.007698907,0.01240153,0.002628722],"category_scores_gemma":[0.1243153,0.001826079,0.009189573,0.007363006,0.002237287,0.004744204,0.005750254,0.008087986,0.001634632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006969004,"about_ca_system_score_gemma":0.03615709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006345488,"about_ca_topic_score_gemma":0.006155459,"domain_scores_codex":[0.9201292,0.03461595,0.02961326,0.003057508,0.01031354,0.00227065],"domain_scores_gemma":[0.8452296,0.05721645,0.01726186,0.003391342,0.06981839,0.007082319],"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":[0.0008702357,0.0004319375,0.008672813,0.1380823,0.003106289,0.001433827,0.007576131,0.003016937,0.003247571,0.00942937,0.3272678,0.4968649],"study_design_scores_gemma":[0.001218137,0.0007144776,0.01483826,0.3771503,0.01065587,0.002409621,0.007657796,0.00436024,0.002230323,0.02182977,0.5562645,0.0006707203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01276005,0.4728518,0.03488485,0.4200323,0.0296506,0.009571723,0.002793371,0.0004252053,0.01703011],"genre_scores_gemma":[0.1108793,0.4067091,0.3621505,0.0789413,0.006604562,0.0196503,0.0067768,0.0002325101,0.008055625],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.143964,"threshold_uncertainty_score":0.7613637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07164245094458953,"score_gpt":0.3552695028253878,"score_spread":0.2836270518807982,"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."}}