{"id":"W2205102398","doi":"10.1016/j.cjca.2015.10.014","title":"What to Think About Antibiotic Prophylaxis and Infective Endocarditis","year":2015,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Infective endocarditis; Antibiotics; Endocarditis; Intensive care medicine; Antibiotic prophylaxis; Microbiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003696871,0.0006620258,0.001662251,0.00180508,0.00573235,0.006162777,0.001809957,0.04136405,0.009780874],"category_scores_gemma":[0.04183646,0.0008941439,0.001280314,0.001279978,0.0051585,0.007291145,0.001735542,0.04376087,0.00313624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009504728,"about_ca_system_score_gemma":0.0116566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02649194,"about_ca_topic_score_gemma":0.04006152,"domain_scores_codex":[0.9949798,0.001545693,0.001091887,0.0004517543,0.001296258,0.0006344985],"domain_scores_gemma":[0.9790228,0.009305065,0.00211267,0.0003590779,0.004141894,0.005058582],"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":[0.00009201997,0.0002044009,0.007652245,0.0005137643,0.0001089514,0.02408785,0.0009463456,0.0001892167,0.0001688938,0.007483554,0.9292152,0.0293376],"study_design_scores_gemma":[0.0005717886,0.0001709819,0.009575374,0.008182963,0.0003050403,0.09058177,0.008132307,0.001144599,0.0002159142,0.04991467,0.8308959,0.0003086195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005279531,0.00681198,0.00004114362,0.9774505,0.01182622,0.000005040159,0.00001405164,0.000005500269,0.003317591],"genre_scores_gemma":[0.01501436,0.01009343,0.0003223996,0.8060473,0.165512,0.00002362664,0.0000340732,0.00001466723,0.002938139],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04136405,"threshold_uncertainty_score":0.06896192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878158838136941,"score_gpt":0.2591601481392891,"score_spread":0.2403785597579197,"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."}}