{"id":"W2026877280","doi":"10.1001/archinte.167.4.330","title":"Coming Clean With Antibiotic Prophylaxis for Infective Endocarditis","year":2007,"lang":"en","type":"review","venue":"Archives of Internal Medicine","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Infective endocarditis; Medicine; Antibiotic prophylaxis; Antibiotics; Endocarditis; Intensive care medicine; Microbiology; Surgery; Biology","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":[0.0003073172,0.0005673165,0.003198286,0.0008888884,0.00005820604,0.000008636465,0.000228731,0.0001124512,0.00004416853],"category_scores_gemma":[0.0006080457,0.0003489176,0.0008047034,0.0002454201,0.0006514302,0.00004628367,0.000128494,0.0005669967,0.000007743953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122553,"about_ca_system_score_gemma":0.0001271358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001879169,"about_ca_topic_score_gemma":0.00002304231,"domain_scores_codex":[0.997512,0.0001158896,0.0009215674,0.0005712243,0.0004226637,0.0004566],"domain_scores_gemma":[0.9963434,0.00214606,0.0006945726,0.0004668774,0.0001500628,0.0001990322],"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":[0.0001259076,0.0001770449,0.0006017837,0.02722952,0.002328393,0.000272349,0.000211252,3.883281e-7,0.000003976915,0.001043929,0.0009142761,0.9670912],"study_design_scores_gemma":[0.003198512,0.01117432,0.00431746,0.1495003,0.003519605,0.0006435862,0.0001723056,0.000005333815,0.0001227316,0.0001161278,0.826881,0.0003487405],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001960177,0.9292852,0.02009397,0.00002111977,0.0006388942,0.004077447,0.00008327577,0.00005379428,0.04555028],"genre_scores_gemma":[0.006298345,0.990041,0.001743902,0.0001969816,0.001198155,0.0001570811,0.0001333241,0.0001176549,0.0001135942],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9667425,"threshold_uncertainty_score":0.9998963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04291353254693499,"score_gpt":0.3659315949727193,"score_spread":0.3230180624257843,"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."}}