{"id":"W4200517429","doi":"10.1093/cid/ciab1004","title":"Perivalvular Extension of Infective Endocarditis After Transcatheter Aortic Valve Replacement","year":2021,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":30,"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":"","keywords":"Medicine; Infective endocarditis; Endocarditis; Cardiology; Valve replacement; Extension (predicate logic); Aortic valve; Internal medicine; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002843825,0.0002904969,0.0009556999,0.0001204774,0.00008272344,0.00003048834,0.00005620842,0.000133855,0.001183202],"category_scores_gemma":[0.001528585,0.0002628864,0.002497241,0.000275596,0.0002771629,0.0001212682,0.0001307003,0.0002881796,0.00009008995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250598,"about_ca_system_score_gemma":0.0001892365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002183159,"about_ca_topic_score_gemma":0.000008256662,"domain_scores_codex":[0.9971782,0.0004096183,0.0008803336,0.000745921,0.0004204197,0.0003654918],"domain_scores_gemma":[0.9975063,0.0005612216,0.0002021577,0.0007989803,0.000594952,0.0003363886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009883692,0.003736919,0.9744059,0.0002576707,0.001932499,0.0001410406,0.00008384197,0.00002251574,0.0001513731,0.0004012698,0.002091907,0.01667621],"study_design_scores_gemma":[0.003139374,0.00162253,0.9852612,0.0003215884,0.002220558,0.00004523258,0.00007868976,0.0000299435,0.001018297,0.0008318764,0.005171785,0.0002589514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901753,0.002206831,0.00141993,0.0001105089,0.001109731,0.0007657842,0.00007960747,0.0001459322,0.003986391],"genre_scores_gemma":[0.9949498,0.002079246,0.00004623092,0.001959877,0.000444086,0.0003546246,0.00007584132,0.00004866422,0.00004168007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01641726,"threshold_uncertainty_score":0.9999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419713671893147,"score_gpt":0.3437543820805046,"score_spread":0.3195572453615732,"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."}}