{"id":"W2999207731","doi":"10.1016/j.jcin.2019.10.030","title":"Transcatheter ViV Versus Redo Surgical AVR for the Management of Failed Biological Prosthesis","year":2020,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; CorHealth Ontario; Ontario Ministry of Health and Long-Term Care; Blank Family Foundation; Medtronic; Heart and Stroke Foundation of Canada; Institute for Clinical Evaluative Sciences; Edwards Lifesciences","keywords":"Medicine; Confidence interval; Hazard ratio; McNemar's test; Prosthesis; Propensity score matching; Surgery; Aortic valve replacement; Relative risk; Internal medicine; Stenosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002454439,0.0001652901,0.0005203037,0.00003424194,0.00009047621,0.00001869409,0.0001299058,0.00006830545,0.0002162843],"category_scores_gemma":[0.00002791544,0.0001039979,0.02633172,0.0001729198,0.00007648604,0.00003211974,0.00005823432,0.00008176269,0.0000336704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003728013,"about_ca_system_score_gemma":0.00001294483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009549649,"about_ca_topic_score_gemma":3.923542e-7,"domain_scores_codex":[0.9987458,0.00008238442,0.0003379015,0.0003388331,0.0002913342,0.000203737],"domain_scores_gemma":[0.9991456,0.00009104099,0.00005295348,0.000497945,0.00008004547,0.0001324058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.01473925,0.004086257,0.02220664,0.006027329,0.6512579,0.0005079256,0.0008009539,0.0005780976,0.0000671608,0.007786109,0.003822528,0.2881198],"study_design_scores_gemma":[0.06707431,0.005477291,0.4672347,0.001704785,0.158909,0.00007914965,0.002734167,0.0004284987,0.001090477,0.0002776762,0.2939917,0.0009982761],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034102,0.1232704,0.03750423,0.00952617,0.001691688,0.01414073,0.001344391,0.0004386811,0.008673446],"genre_scores_gemma":[0.9977456,0.0006847648,0.0005216328,0.00004119625,0.0001477479,0.0006175738,0.0001002571,0.00002317296,0.0001181031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4923489,"threshold_uncertainty_score":0.9834194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09636659888597456,"score_gpt":0.3653690959411279,"score_spread":0.2690024970551534,"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."}}