{"id":"W4281771500","doi":"10.1016/j.cpcardiol.2022.101267","title":"Challenges and Updates in the Diagnosis and Treatment of Infective Endocarditis","year":2022,"lang":"en","type":"review","venue":"Current Problems in Cardiology","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Infective endocarditis; Intensive care medicine; Endocardium; Endocarditis; Disease; Antibiotic prophylaxis; Incidence (geometry); Heart disease; Antibiotics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002782006,0.0007649522,0.002490251,0.002773081,0.0003825222,0.002311697,0.001247639,0.002017104,0.003626052],"category_scores_gemma":[0.006100128,0.0003758363,0.001002418,0.002436395,0.001035596,0.002676601,0.0009795723,0.003830876,0.001410302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037773,"about_ca_system_score_gemma":0.002649236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001769456,"about_ca_topic_score_gemma":0.003464337,"domain_scores_codex":[0.9988226,0.0003017011,0.0002784681,0.000136929,0.0003913122,0.00006893298],"domain_scores_gemma":[0.9946119,0.003432929,0.0005423106,0.00008030244,0.001093973,0.0002386184],"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":[0.00009010025,0.00007891051,0.0002744538,0.02909375,0.0001093933,0.0001869238,0.0001031048,0.0002962913,0.0004529305,0.003548106,0.04682433,0.9189416],"study_design_scores_gemma":[0.00004291966,0.0001298184,0.001229419,0.02177,0.0003236224,0.001337028,0.0001638294,0.0002072644,0.0001609204,0.00321967,0.9713722,0.00004334205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004120813,0.9978854,0.00008131634,0.001105433,0.0005496335,0.000002576419,0.000009713621,0.000004531721,0.0003201493],"genre_scores_gemma":[0.000355424,0.9972932,0.0002305409,0.0007624218,0.001185178,0.000003591318,0.00001602271,0.000001426643,0.0001522089],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003626052,"threshold_uncertainty_score":0.01471281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2164303252974598,"score_gpt":0.3965269641716613,"score_spread":0.1800966388742015,"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."}}