{"id":"W2807932232","doi":"10.1016/j.jacc.2018.04.021","title":"Antibiotic Prophylaxis Against Infective Endocarditis","year":2018,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Infective endocarditis; Antibiotics; Antibiotic prophylaxis; Endocarditis; Intensive care medicine; Microbiology; 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"],"consensus_categories":[],"category_scores_codex":[0.0005250009,0.0004219167,0.003038319,0.0005444432,0.00009332262,0.000008967192,0.0004972412,0.000293502,0.00001592089],"category_scores_gemma":[0.0008749038,0.0002717662,0.002198978,0.0006016688,0.001626894,0.00005962664,0.0002814525,0.001925298,0.00001502371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004466308,"about_ca_system_score_gemma":0.000520381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001613397,"about_ca_topic_score_gemma":0.000001117164,"domain_scores_codex":[0.9964833,0.001006039,0.0009311665,0.0003399638,0.000757354,0.0004821776],"domain_scores_gemma":[0.9947345,0.0005137716,0.002625845,0.0007847014,0.001255238,0.00008589371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007852814,0.00003873731,0.01916894,0.0001701916,0.004082865,0.00478179,0.00001341966,0.00004124944,0.0002135637,0.00002143218,0.9694037,0.001985553],"study_design_scores_gemma":[0.001221055,0.00563399,0.1792293,0.0005267751,0.001402184,0.004692528,0.00009046145,0.000001475002,0.0008608269,0.0001198491,0.8059657,0.0002559577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7195259,0.001736325,0.0008045299,0.1835327,0.01574726,0.003796146,0.0015537,0.00006075136,0.07324273],"genre_scores_gemma":[0.8251,0.001450246,0.0003086355,0.1561903,0.01668222,0.00001487867,0.00001375216,0.00009094708,0.0001490104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1634381,"threshold_uncertainty_score":0.9999735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135655529511054,"score_gpt":0.2604122688439913,"score_spread":0.2490557135488808,"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."}}