{"id":"W2025617721","doi":"10.1136/hrt.2005.077446","title":"Is antibiotic prophylaxis ever necessary before transoesophageal echocardiography?","year":2005,"lang":"en","type":"editorial","venue":"Heart","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Antibiotic prophylaxis; Antibiotics; Intensive care medicine; Cardiology; Internal medicine; Microbiology","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":[0.00891052,0.002954302,0.005842303,0.002158824,0.002749603,0.004846748,0.004208028,0.02848754,0.004437726],"category_scores_gemma":[0.04934712,0.001803042,0.002461184,0.001819513,0.003297509,0.004353802,0.0007856367,0.0373743,0.005426871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002831245,"about_ca_system_score_gemma":0.00288193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00311084,"about_ca_topic_score_gemma":0.006966312,"domain_scores_codex":[0.994473,0.001230577,0.001457556,0.0006127322,0.001905755,0.0003203757],"domain_scores_gemma":[0.9517971,0.03163049,0.002514314,0.000831876,0.01045237,0.002773926],"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":[0.0001180861,0.00002649125,0.00009577396,0.0008447904,0.00007771234,0.0003549805,0.00002381512,0.00003730724,0.00006874256,0.0002835992,0.985173,0.0128956],"study_design_scores_gemma":[0.0003608335,0.0001691574,0.001840603,0.003001164,0.0006168318,0.001838383,0.0001412418,0.0003066844,0.0003795082,0.001418426,0.9898531,0.00007406659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000977884,0.01439288,0.0001484524,0.07713905,0.90695,0.00001319687,0.00006248767,0.00004978275,0.001146433],"genre_scores_gemma":[0.00109332,0.01378486,0.0002374825,0.06015886,0.9219028,0.00002110132,0.00003372699,0.00002706728,0.002740752],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02848754,"threshold_uncertainty_score":0.04712391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008682427619676027,"score_gpt":0.2851245621999747,"score_spread":0.2764421345802987,"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."}}