{"id":"W2116270740","doi":"10.1016/j.jacc.2003.12.060","title":"Prevalence and severity of paravalvular regurgitation in the Artificial Valve Endocarditis Reduction Trial (AVERT) echocardiography study","year":2004,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Endocarditis; Internal medicine; Cardiology; Regurgitation (circulation); Heart valve; Cohort; Aortic valve; Surgery; Mitral valve","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":[0.001004522,0.0004242087,0.0008776041,0.0003242009,0.0003243455,0.0009004583,0.0003825466,0.0008606304,0.001037752],"category_scores_gemma":[0.002056032,0.000453854,0.0008975732,0.0004020521,0.0003509508,0.0006280877,0.000602305,0.001216609,0.0001577308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565856,"about_ca_system_score_gemma":0.000194515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105499,"about_ca_topic_score_gemma":0.001555568,"domain_scores_codex":[0.9993869,0.0002598437,0.00005453028,0.000130691,0.00008257243,0.00008539375],"domain_scores_gemma":[0.9990578,0.0002441137,0.0002797052,0.0001110349,0.00007257736,0.0002347196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01172025,0.0006966997,0.978901,0.00006993367,0.001299606,0.0004288852,0.0001396291,0.0001745126,0.002104018,0.0001976431,0.0005779896,0.003689698],"study_design_scores_gemma":[0.0008944476,0.001150385,0.9958365,0.00001110665,0.000660803,0.0004983695,0.0001297751,0.0003412653,0.0001250409,0.0001110759,0.0002282601,0.00001300773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987652,0.0003508741,0.00005671601,0.0001015405,0.00002586929,0.000008855755,0.0001809881,0.000002982316,0.0005070508],"genre_scores_gemma":[0.9991916,0.000149065,0.00006728327,0.00007529571,0.00004841723,0.00001228576,0.0002767924,0.000002174165,0.000177102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001105499,"threshold_uncertainty_score":0.005312443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162197334374109,"score_gpt":0.2895139115693621,"score_spread":0.2732941781319512,"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."}}