{"id":"W4223615147","doi":"10.1016/j.jcin.2022.02.014","title":"5-Year Follow-Up From the PARTNER 2 Aortic Valve-in-Valve Registry for Degenerated Aortic Surgical Bioprostheses","year":2022,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval; St. Paul's Hospital; University of British Columbia","funders":"Boston Scientific Corporation; Edwards Lifesciences; Wells Fargo; Medtronic; Abbott Laboratories","keywords":"Medicine; Regurgitation (circulation); Stenosis; Cardiology; Valve replacement; Aortic valve replacement; Aortic valve; Internal medicine; Surgery; Doppler echocardiography; Blood pressure; Diastole","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_broad"],"consensus_categories":[],"category_scores_codex":[0.0006401172,0.0002860804,0.0007618121,0.0001147883,0.0004158012,0.0000786175,0.0002344571,0.00008407319,0.0008255896],"category_scores_gemma":[0.0002267839,0.0002242267,0.02661461,0.0004687497,0.00008566373,0.00007149053,0.0002110734,0.0002976691,0.00006104622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566058,"about_ca_system_score_gemma":0.0001371557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000858102,"about_ca_topic_score_gemma":0.00003842033,"domain_scores_codex":[0.9972733,0.0003699333,0.0005930862,0.0006298163,0.000677278,0.0004565519],"domain_scores_gemma":[0.9981096,0.0001820857,0.0001180197,0.001251032,0.000156276,0.0001830039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00165521,0.003163687,0.8456095,0.0004399512,0.1096274,0.000442903,0.0005336597,0.001466655,0.00008712732,0.001101877,0.01734807,0.01852396],"study_design_scores_gemma":[0.01930531,0.0006203928,0.8821579,0.0005126783,0.03235855,0.0001643763,0.0021449,0.0003155973,0.0002331871,0.0007389466,0.060783,0.0006651657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646409,0.03003949,0.0002933797,0.000400805,0.00107019,0.001882016,0.001036,0.0001070017,0.0005302464],"genre_scores_gemma":[0.9944482,0.0001670265,0.0001010355,0.0001109795,0.0003305451,0.002038768,0.00131974,0.00006884944,0.001414846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07726886,"threshold_uncertainty_score":0.9831336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0408369589692698,"score_gpt":0.3449231307858852,"score_spread":0.3040861718166153,"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."}}