{"id":"W4296301608","doi":"10.1016/j.jcin.2022.07.035","title":"Transcatheter Aortic Valve Replacement in Failed Transcatheter Bioprosthetic Valves","year":2022,"lang":"en","type":"review","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Valve replacement; Cardiology; Life expectancy; Surgery; Aortic valve; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009406081,0.0009522418,0.004227362,0.0009575914,0.0001772144,0.0000899745,0.0003579491,0.0003248414,0.003420029],"category_scores_gemma":[0.00005751128,0.0008166815,0.2145379,0.0008251348,0.00009682693,0.0001109798,0.0001402744,0.0008204728,0.0003126824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009251524,"about_ca_system_score_gemma":0.0003013839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120247,"about_ca_topic_score_gemma":0.000008732924,"domain_scores_codex":[0.9943327,0.0008138532,0.001698134,0.00138196,0.001040683,0.0007326563],"domain_scores_gemma":[0.996929,0.0000981295,0.0002778358,0.00230668,0.00006683762,0.0003215413],"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":[0.00006788715,0.002209759,0.0004780355,0.02789155,0.1151921,0.00006877752,0.0002344442,0.00001222547,8.890852e-8,0.00003552634,0.0001494904,0.8536601],"study_design_scores_gemma":[0.002907835,0.0005160244,0.002250369,0.01681825,0.1331098,0.000245427,0.0001192217,0.000002367958,4.54155e-7,0.00005008985,0.843238,0.0007421811],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000389687,0.9922588,0.0002081354,0.00003112357,0.0007325906,0.004648392,0.0005125894,0.000140576,0.001078053],"genre_scores_gemma":[0.005847842,0.9855881,0.00009088597,0.0000380909,0.0001567053,0.005303625,0.001790225,0.000250624,0.0009338969],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.852918,"threshold_uncertainty_score":0.9994284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06573450027603511,"score_gpt":0.381335136856906,"score_spread":0.3156006365808708,"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."}}