{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00152584,0.000196601,0.0005942355,0.0006487917,0.0002530818,0.0006105903,0.0002975701,0.0003656292,0.001047116],"category_scores_gemma":[0.004973141,0.0001059207,0.0005167819,0.0004870677,0.0004360886,0.0003357987,0.0004842408,0.000420151,0.0001315117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003645407,"about_ca_system_score_gemma":0.0003816219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000421011,"about_ca_topic_score_gemma":0.000562884,"domain_scores_codex":[0.9983725,0.0005241404,0.000276541,0.0002887988,0.0003341054,0.0002039566],"domain_scores_gemma":[0.9963256,0.001092156,0.001893735,0.00009411687,0.0001622587,0.0004322235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001206591,0.0001519727,0.9915006,0.0001293375,0.0001846779,0.0003207175,0.0001627441,0.00005503478,0.0003111617,0.00003755696,0.0001085243,0.005831146],"study_design_scores_gemma":[0.00006376833,0.001433513,0.9958798,0.00006425989,0.00007359315,0.001618318,0.0003411836,0.0001204851,0.0001452394,0.00006907809,0.0001851002,0.000005750956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985811,0.0009742309,0.00004254253,0.0000471967,0.00001297653,0.000009238238,0.00007501426,0.000001119887,0.0002565305],"genre_scores_gemma":[0.9994614,0.0002847075,0.00003230061,0.00003948449,0.00002447916,0.000008379989,0.0001278858,4.797118e-7,0.00002108178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00152584,"threshold_uncertainty_score":0.008069456,"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."}}