{"id":"W2035806271","doi":"10.1016/j.jtcvs.2010.05.055","title":"St Jude Medical Epic porcine bioprosthesis: Results of the regulatory evaluation","year":2011,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Toronto General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Mitral valve replacement; Aortic valve replacement; Aortic valve; Surgery; Cardiology; Valve replacement; Mitral valve; Internal medicine; Mitral valve repair; Thrombosis; Endocarditis; Heart valve","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":[0.02065966,0.0005611264,0.0004896132,0.0009593643,0.0006900343,0.002461994,0.001039577,0.00252815,0.002804155],"category_scores_gemma":[0.0144544,0.0001525536,0.000924312,0.0008147059,0.0017745,0.001054993,0.0004891495,0.00135309,0.0006950658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290762,"about_ca_system_score_gemma":0.002653163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002175485,"about_ca_topic_score_gemma":0.001506601,"domain_scores_codex":[0.9898828,0.004666221,0.0003424107,0.0007133662,0.003849891,0.0005453909],"domain_scores_gemma":[0.9800418,0.009019591,0.002308166,0.001399825,0.006458065,0.0007725466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09582338,0.02615269,0.1644567,0.00143747,0.0009004257,0.002256973,0.002754417,0.006459977,0.1504912,0.01952393,0.03426786,0.4954751],"study_design_scores_gemma":[0.0119873,0.1781538,0.3824291,0.001274291,0.003234539,0.004561361,0.003933304,0.01324404,0.1904082,0.006330314,0.2041316,0.0003121542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455369,0.006373453,0.005798219,0.00259084,0.0005079374,0.0007646003,0.002350895,0.0001496923,0.03592749],"genre_scores_gemma":[0.9834133,0.001867343,0.003369403,0.002084479,0.0002146559,0.0002616854,0.002524956,0.00006435427,0.006199867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02065966,"threshold_uncertainty_score":0.10926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04118679043955711,"score_gpt":0.3263309317667986,"score_spread":0.2851441413272415,"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."}}