{"id":"W4289856670","doi":"10.1016/j.shj.2022.100077","title":"Transcatheter Aortic Valve Implantation for Bioprosthetic Valve Failure: Placement of Aortic Transcatheter Valves 3 Aortic Valve-in-Valve Study","year":2022,"lang":"en","type":"article","venue":"Structural Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Edwards Lifesciences","keywords":"Medicine; Cardiology; Aortic valve; Internal medicine; Regurgitation (circulation); Heart valve; Heart failure; Surgery; Clinical endpoint; Randomized controlled trial","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":[0.001698582,0.0005590724,0.0009761094,0.0002554001,0.0003351197,0.001101972,0.0007986524,0.0009171229,0.001427847],"category_scores_gemma":[0.001686769,0.0003528343,0.001082912,0.0006400473,0.0003050975,0.0005105527,0.0006939929,0.001305169,0.0003492566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002542759,"about_ca_system_score_gemma":0.0006677057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007734151,"about_ca_topic_score_gemma":0.001665907,"domain_scores_codex":[0.9991529,0.00032042,0.00008924288,0.0001404866,0.0001825146,0.0001145086],"domain_scores_gemma":[0.9981645,0.0002785403,0.0006939558,0.0001583359,0.0001703592,0.0005343035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03677159,0.002352776,0.9367653,0.0006714526,0.003202359,0.0005950187,0.0002240566,0.000484,0.003298399,0.0002359593,0.001992336,0.01340685],"study_design_scores_gemma":[0.01110851,0.007379883,0.9740592,0.0001430078,0.002732973,0.0008624292,0.0001960958,0.0007784213,0.0005453947,0.000213233,0.00194655,0.00003415527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994553,0.001892368,0.000237706,0.0002685188,0.0000722805,0.0001988155,0.001151395,0.000006526017,0.001619389],"genre_scores_gemma":[0.9938568,0.001390166,0.0004991798,0.000432989,0.0002860748,0.0001793708,0.002605893,0.000007754493,0.000741644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001698582,"threshold_uncertainty_score":0.008983076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524803874114916,"score_gpt":0.3307032063345209,"score_spread":0.3154551675933718,"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."}}