{"id":"W4221125078","doi":"10.1093/ehjqcco/qcac012","title":"Socioeconomic variations determine the clinical presentation, aetiology, and outcome of infective endocarditis: a prospective cohort study from the ESC-EORP EURO-ENDO (European Infective Endocarditis) registry","year":2022,"lang":"en","type":"article","venue":"European Heart Journal - Quality of Care and Clinical Outcomes","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"Abbott Vascular; Novartis Pharma; Merck Sharp and Dohme; Bristol-Myers Squibb Canada; Menarini Group; Daiichi Sankyo Company; European Association of Cardiovascular Imaging; Daiichi Sankyo Europe; Bayer; Servier; Boehringer Ingelheim; Amgen; European Society of Cardiology; Boston Scientific Corporation; Edwards Lifesciences; Sanofi; Gedeon Richter; Eli Lilly and Company; AstraZeneca; Bristol-Myers Squibb; ResMed; ResMed Foundation; Vifor Pharma; Pfizer","keywords":"Medicine; Interquartile range; Endocarditis; Infective endocarditis; Prospective cohort study; Epidemiology; Cohort; Etiology; Internal medicine; Pediatrics; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009361673,0.0003889426,0.0003540821,0.00075494,0.0005610713,0.0007760515,0.0004128493,0.0004194811,0.001265876],"category_scores_gemma":[0.002460494,0.0003761569,0.0005559206,0.001170158,0.0002942788,0.0007903579,0.0008886115,0.0006460623,0.0002716279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002820007,"about_ca_system_score_gemma":0.0003266462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00407374,"about_ca_topic_score_gemma":0.005227125,"domain_scores_codex":[0.999393,0.0001525846,0.00009192431,0.0001505337,0.00009277154,0.0001190806],"domain_scores_gemma":[0.9987339,0.000125508,0.0006212914,0.0001667538,0.0001305204,0.0002221202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005072615,0.0000182573,0.9994248,0.000002652816,0.00003158113,0.00004341586,0.0000407368,0.00001210903,0.00004183617,0.000008314233,0.00006714441,0.0002584175],"study_design_scores_gemma":[0.000006461806,0.00004988511,0.9993942,0.000005273892,0.00001886189,0.0001584699,0.0001648634,0.00008304047,0.00001316963,0.00001260572,0.00009003648,0.00000310692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991942,0.0001162882,0.00006065853,0.00002355622,0.000004592905,0.000008839136,0.0004019579,0.000001246082,0.0001885054],"genre_scores_gemma":[0.9991661,0.00009714829,0.00005238474,0.00001835995,0.000008300516,0.00001025693,0.0005896488,0.000001861779,0.00005580396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00407374,"threshold_uncertainty_score":0.008100033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09009266925690415,"score_gpt":0.4406936670048825,"score_spread":0.3506009977479784,"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."}}