{"id":"W2984956388","doi":"10.1161/circinterventions.119.007938","title":"Infective Endocarditis Following Transcatheter Aortic Valve Replacement","year":2019,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Centre Hospitalier de l’Université de Montréal; St. Paul's Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Infective endocarditis; Cardiology; Valve replacement; Endocarditis; Internal medicine; Aortic valve replacement; Aortic valve; Surgery; 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"],"consensus_categories":[],"category_scores_codex":[0.0005902462,0.0002471953,0.0006751101,0.0002958193,0.0001272807,0.00006260724,0.00007912809,0.00008853459,0.0007612132],"category_scores_gemma":[0.00009965766,0.0002562512,0.01758237,0.0003092018,0.00003104616,0.0002521694,0.00005643342,0.000203243,0.0006308648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003839283,"about_ca_system_score_gemma":0.00003649282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005352678,"about_ca_topic_score_gemma":0.000002803483,"domain_scores_codex":[0.9977173,0.0002080916,0.0005095926,0.0005870714,0.0006388591,0.0003390349],"domain_scores_gemma":[0.9986467,0.00005851399,0.00009799919,0.0008936197,0.0001830945,0.0001201246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003273812,0.001267328,0.8217306,0.001365094,0.09427335,0.00005739152,0.0008210204,0.0116074,0.0007459357,0.005642791,0.001688649,0.06076774],"study_design_scores_gemma":[0.003118379,0.0002600618,0.9750993,0.0006550653,0.004789755,0.00007963694,0.0001643953,0.0002777138,0.0002337485,0.0002677873,0.01475869,0.0002954318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8898832,0.003598831,0.07777758,0.00004983862,0.001900845,0.002601299,0.00001758675,0.0002217121,0.0239491],"genre_scores_gemma":[0.9986125,0.00008881059,0.000195094,0.0001634028,0.0001786628,0.0004656845,0.0001491179,0.00005144059,0.0000953327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1533688,"threshold_uncertainty_score":0.999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423563649164117,"score_gpt":0.2915636913810902,"score_spread":0.2673280548894491,"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."}}