{"id":"W4308029396","doi":"10.1016/j.shj.2022.100102","title":"Clinical Research on Transcatheter Aortic Valve Replacement for Bicuspid Aortic Valve Disease: Principles, Challenges, and an Agenda for the Future","year":2022,"lang":"en","type":"review","venue":"Structural Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Boston Scientific Corporation; National Institutes of Health; Abiomed; Irving Medical Center, Columbia University; Edwards Lifesciences","keywords":"Bicuspid aortic valve; Valve replacement; Medicine; Observational study; Randomized controlled trial; Clinical trial; valvular heart disease; Aortic valve replacement; Population; Multidisciplinary approach; Clinical equipoise; Aortic valve; Intensive care medicine; Heart valve; Cardiology; Internal medicine; Stenosis; Political science","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":[0.1368515,0.001841548,0.008320601,0.005783648,0.00276892,0.01229044,0.004113415,0.01648224,0.006514683],"category_scores_gemma":[0.1589822,0.001321007,0.006251373,0.007287487,0.01039554,0.03037719,0.006299396,0.02215366,0.001994498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008536316,"about_ca_system_score_gemma":0.04735449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004811499,"about_ca_topic_score_gemma":0.009182507,"domain_scores_codex":[0.9279935,0.05016298,0.01026073,0.003022286,0.006834256,0.001726343],"domain_scores_gemma":[0.5020171,0.4286837,0.01500528,0.007321632,0.03959923,0.007373048],"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":[0.001152784,0.0003943511,0.001390212,0.151859,0.001420832,0.0005001847,0.002261081,0.001451621,0.001285732,0.100533,0.1060187,0.6317325],"study_design_scores_gemma":[0.000675998,0.001120943,0.002418373,0.2718166,0.001875113,0.0006178297,0.003831012,0.001145435,0.0004387401,0.1773055,0.538467,0.0002874773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002100215,0.7845777,0.001611931,0.2057952,0.007001472,0.00008135923,0.00006163437,0.00003545347,0.0006252233],"genre_scores_gemma":[0.004938232,0.8973395,0.01263767,0.06875319,0.01509323,0.0005882483,0.0001393415,0.00003465475,0.0004759964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1368515,"threshold_uncertainty_score":0.7237486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2736686599106454,"score_gpt":0.530768548378035,"score_spread":0.2570998884673896,"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."}}