{"id":"W4409360824","doi":"10.1093/eurheartj/ehaf219","title":"Infective endocarditis: it takes a team","year":2025,"lang":"en","type":"review","venue":"European Heart Journal","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Queen Elizabeth II Health Sciences Centre; Dalhousie University; University of Ottawa","funders":"","keywords":"Medicine; Intensive care medicine; Infective endocarditis; Endocarditis; Epidemiology; Surgery; Internal medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001082487,0.0006143012,0.002444653,0.0007374295,0.0003112393,0.0002239921,0.0002220001,0.0001088545,0.0005064441],"category_scores_gemma":[0.0008609797,0.0004762624,0.002196475,0.0004329104,0.00008212103,0.0001306217,0.0001861678,0.001773292,0.001368056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004585289,"about_ca_system_score_gemma":0.0005771024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000342392,"about_ca_topic_score_gemma":7.649787e-7,"domain_scores_codex":[0.9959888,0.001564048,0.0008516043,0.0005234887,0.0004994455,0.0005725871],"domain_scores_gemma":[0.9980614,0.0004535863,0.0003996106,0.0005194038,0.0002319262,0.0003341156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001846316,0.0001154232,0.0001332505,0.004388859,0.0009132421,0.001313739,0.00003487354,6.011859e-7,6.96218e-8,0.00009458217,0.458615,0.5343885],"study_design_scores_gemma":[0.0006689194,0.0003575248,0.00435783,0.05004888,0.00252341,0.006370211,0.00004405468,1.976355e-7,4.92191e-7,0.00001039479,0.9352717,0.0003463257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001180006,0.6637214,0.0001521049,0.00006051033,0.001393117,0.0008597857,0.00003049376,0.00007139469,0.33371],"genre_scores_gemma":[0.00003090021,0.9930602,0.0002680566,0.001586215,0.00351691,0.00006928256,0.00005185742,0.0001260203,0.001290514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5340422,"threshold_uncertainty_score":0.9997689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0748640881099128,"score_gpt":0.3934304375080563,"score_spread":0.3185663493981435,"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."}}