{"id":"W2153065162","doi":"10.1016/j.ejcts.2005.09.014","title":"Importance of implant technique on risk of major paravalvular leak (PVL) after St. Jude mechanical heart valve replacement: a report from the Artificial Valve Endocarditis Reduction Trial (AVERT)☆","year":2005,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"St. Jude Medical","keywords":"Medicine; Endocarditis; Valve replacement; Risk factor; Surgery; Cuff; Fibrous joint; Cardiology; Internal medicine; Mitral valve replacement; Infective endocarditis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01374741,0.0003790359,0.001573892,0.0003294801,0.0001106073,0.00003567889,0.0001843773,0.00008127225,0.0001406673],"category_scores_gemma":[0.001829546,0.0002805803,0.003237961,0.0003041535,0.0001522136,0.0001904908,0.0001027473,0.0007608617,0.00001725922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382142,"about_ca_system_score_gemma":0.0002058793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000508687,"about_ca_topic_score_gemma":0.000006343676,"domain_scores_codex":[0.9919533,0.003243157,0.002498471,0.0005065847,0.001364063,0.0004343823],"domain_scores_gemma":[0.9950939,0.0008479747,0.002276925,0.001015434,0.0005522413,0.0002134694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1345346,0.004244165,0.1413164,0.0004378155,0.02950826,0.02452319,0.001195143,0.001722672,0.02787476,0.0002814595,0.3802761,0.2540854],"study_design_scores_gemma":[0.01235157,0.005455062,0.5233582,0.003530361,0.009501787,0.01806564,0.000706807,0.00001721646,0.2229621,0.0004686509,0.2024424,0.001140209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876818,0.00128259,0.005285019,0.0004284835,0.002468963,0.00124401,0.0002171806,0.00003872896,0.001353234],"genre_scores_gemma":[0.9933235,0.001010068,0.001198351,0.000223509,0.004033159,0.00006098641,0.00004926036,0.00008466501,0.00001648774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3820418,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450500835123921,"score_gpt":0.2890579198074592,"score_spread":0.26455291145622,"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."}}