{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008304024,0.0003358854,0.001614525,0.00009183612,0.0008134256,0.0000898567,0.000310757,0.00005128783,0.0001393518],"category_scores_gemma":[0.006000371,0.000224392,0.00126592,0.0001302758,0.0009599302,0.0001692474,0.0008148138,0.001577576,0.00001915135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289207,"about_ca_system_score_gemma":0.0001209382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003734047,"about_ca_topic_score_gemma":0.00009668396,"domain_scores_codex":[0.9813687,0.0144067,0.002685726,0.0006584137,0.0005789438,0.0003015722],"domain_scores_gemma":[0.9850855,0.01199995,0.00148777,0.0007172751,0.0005085066,0.0002009545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001084479,0.0006821919,0.9865614,0.00002592639,0.003069524,0.0000940599,0.002265223,0.00001934273,0.000002476712,0.0003380844,0.003116725,0.003716637],"study_design_scores_gemma":[0.00499864,0.003046316,0.97746,0.00003577854,0.001323108,0.0001304659,0.007401334,0.000004013059,0.000002560394,0.0004654955,0.004933056,0.000199243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887044,0.0005317138,0.0002230451,0.0007337659,0.001068146,0.002203013,0.0003117801,0.00003623292,0.006187899],"genre_scores_gemma":[0.9956834,0.0009390654,0.0001040762,0.0023314,0.0007487329,0.00006760243,0.00004632028,0.00005008439,0.00002932191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009101371,"threshold_uncertainty_score":0.9150441,"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."}}