{"id":"W4385969126","doi":"10.1093/eurheartj/ehad507","title":"Predictors of embolism and death in left-sided infective endocarditis: the European Society of Cardiology EURObservational Research Programme European Infective Endocarditis registry","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Abbott Vascular; Novartis Pharma; Servier; European Society of Cardiology; Boston Scientific Corporation; Daiichi Sankyo Europe; Sanofi; Gedeon Richter; Bayer; Eli Lilly and Company; Bristol-Myers Squibb; AstraZeneca; Boehringer Ingelheim; Edwards Lifesciences; Amgen; Pfizer; ResMed","keywords":"Medicine; Infective endocarditis; Endocarditis; Cardiology; Internal medicine; Embolism","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":[0.002023456,0.0002065686,0.0005749982,0.0009568171,0.0001486219,0.0005912999,0.0004296579,0.0003786866,0.0006553493],"category_scores_gemma":[0.004035064,0.0001899351,0.0003731918,0.001374348,0.0001587947,0.0004043924,0.0005755806,0.0004061853,0.0001637212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002003559,"about_ca_system_score_gemma":0.0004452184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002021983,"about_ca_topic_score_gemma":0.002308189,"domain_scores_codex":[0.9987108,0.0004474295,0.0002254844,0.0002380863,0.0002756542,0.000102587],"domain_scores_gemma":[0.9960184,0.0009433758,0.002014903,0.0002848804,0.0003852881,0.0003531538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001510309,0.00002316792,0.9966432,0.00003243606,0.00008990731,0.0001236462,0.00002591509,0.000117724,0.00006916883,0.00002438236,0.0008138274,0.001885609],"study_design_scores_gemma":[0.00002576304,0.00004691336,0.9989542,0.00002402429,0.00004113539,0.000311992,0.00003491245,0.000258134,0.00002610693,0.00002011246,0.0002531081,0.000003680331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942397,0.00147987,0.0002282118,0.0001573782,0.00001661319,0.00001896649,0.003294716,0.00001232455,0.0005521867],"genre_scores_gemma":[0.9910793,0.0008612488,0.000256298,0.00007017214,0.00004463519,0.00003719915,0.007497711,0.000007102617,0.0001462131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002023456,"threshold_uncertainty_score":0.01070118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1239716514846925,"score_gpt":0.3575794941060738,"score_spread":0.2336078426213813,"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."}}