{"id":"W4385655382","doi":"10.1093/cid/ciad464","title":"Infective Endocarditis After Transcatheter Versus Surgical Aortic Valve Replacement","year":2023,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Sanofi Genzyme; Genentech; Université de Rennes 1; Abiomed; Edwards Lifesciences; ViiV Healthcare; Novo Nordisk; Augustinus Fonden; Boston Scientific Corporation; Gilead Sciences; Shionogi; Angelini Pharma; Sanofi; AstraZeneca; Pfizer","keywords":"Medicine; Valve replacement; Endocarditis; Infective endocarditis; Aortic valve replacement; Cardiology; Prosthesis; Internal medicine; Aortic valve; Regurgitation (circulation); 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":["insufficient_payload"],"category_scores_codex":[0.0004291987,0.0003767191,0.0008614673,0.0002634022,0.0001543067,0.00006834539,0.00009078538,0.0001673244,0.001153768],"category_scores_gemma":[0.0009831863,0.0003321604,0.002566749,0.0005783228,0.0003115646,0.0001533513,0.0001563127,0.0003945606,0.001813137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178785,"about_ca_system_score_gemma":0.0001143724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002698098,"about_ca_topic_score_gemma":0.00001230899,"domain_scores_codex":[0.9968131,0.0003626691,0.0007927731,0.0008564118,0.000504015,0.0006710853],"domain_scores_gemma":[0.9967996,0.001641567,0.0001381966,0.0006590158,0.0001955132,0.0005661071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005249553,0.0017406,0.9516292,0.0001144553,0.002480949,0.0004123135,0.00006029571,0.00003240344,0.000001421727,0.00050916,0.01768897,0.02480532],"study_design_scores_gemma":[0.009168888,0.002858083,0.9397587,0.0001140855,0.001647658,0.00002054023,0.00004549919,0.00006364384,0.00001736309,0.0005136511,0.04544202,0.0003498371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775226,0.0004428727,0.00010846,0.0001725538,0.003349468,0.001261312,0.0001161482,0.0009647043,0.0160619],"genre_scores_gemma":[0.9940674,0.002038999,0.000005104032,0.0008515032,0.001364736,0.001326527,0.0001618642,0.00007051375,0.0001133471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02775305,"threshold_uncertainty_score":0.999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905943308025046,"score_gpt":0.3754399988907155,"score_spread":0.336380565810465,"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."}}