{"id":"W3136160588","doi":"10.1093/cid/ciaa1941","title":"Temporal Trends, Characteristics, and Outcomes of Infective Endocarditis After Transcatheter Aortic Valve Replacement","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Sunnybrook Health Science Centre; Southlake Regional Health Center; St. Michael's Hospital; St. Paul's Hospital; Université Laval","funders":"Fundación Alfonso Martín Escudero","keywords":"Medicine; Infective endocarditis; Endocarditis; Cardiology; Aortic valve; Internal medicine; Valve replacement; Aortic valve replacement; 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"],"consensus_categories":[],"category_scores_codex":[0.0001653698,0.0002974842,0.001111283,0.0001175032,0.00005537073,0.00003074814,0.0000541807,0.00009545599,0.0004729673],"category_scores_gemma":[0.0008776105,0.0002487344,0.001281953,0.0001744807,0.0003063304,0.0001148062,0.0001021587,0.0002334535,0.00003169673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004820903,"about_ca_system_score_gemma":0.00005040292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003259716,"about_ca_topic_score_gemma":0.000005379853,"domain_scores_codex":[0.997802,0.0002081761,0.0008564616,0.0005746318,0.0002722682,0.0002865093],"domain_scores_gemma":[0.9983669,0.0004303315,0.0002541131,0.000318355,0.0001494538,0.0004808711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001152643,0.001090017,0.9647502,0.0001785058,0.001662646,0.0000211285,0.0001233571,7.3363e-7,0.000004218053,0.0001291164,0.001472838,0.03045201],"study_design_scores_gemma":[0.003142879,0.002543844,0.9883233,0.00008030122,0.001775474,0.000005059954,0.00003388954,0.00003096147,0.00002592075,0.0001278155,0.00367401,0.0002364998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958076,0.0004110792,0.0004594718,0.0004416014,0.0004681782,0.0006212539,0.0002828057,0.0001475225,0.001360473],"genre_scores_gemma":[0.9947342,0.0006374466,0.00001979585,0.003844753,0.000387371,0.0002389688,0.00008273802,0.00003890385,0.00001586186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03021551,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02667367049289016,"score_gpt":0.3354356487141995,"score_spread":0.3087619782213093,"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."}}