{"id":"W1514507436","doi":"10.1002/9781444323146.ch7","title":"Antibiotic Prophylaxis in Urological Surgery","year":2010,"lang":"en","type":"other","venue":"","topic":"Surgical site infection prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Antibiotic prophylaxis; Medicine; Antibiotics; Intensive care medicine; Microbiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355733,0.0005487556,0.0005912419,0.002044599,0.0005067598,0.001779595,0.0005301625,0.001157021,0.05060983],"category_scores_gemma":[0.003803168,0.0001898262,0.0002910785,0.002293411,0.0004746975,0.001529161,0.0006470162,0.001440081,0.00962609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586219,"about_ca_system_score_gemma":0.003677211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006433053,"about_ca_topic_score_gemma":0.01534774,"domain_scores_codex":[0.9991678,0.0002904876,0.00009951602,0.00006094871,0.0003302432,0.0000510597],"domain_scores_gemma":[0.9983286,0.0008023313,0.0001634768,0.00005960433,0.0004866821,0.0001593419],"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":[0.00005590062,0.0002367571,0.0008410533,0.002915954,0.000007637412,0.00006297309,0.0001261526,0.0001327576,0.0002271863,0.009151419,0.292764,0.6934782],"study_design_scores_gemma":[0.00001587022,0.0001211101,0.009274459,0.007200331,0.00002472383,0.0002798716,0.0003593479,0.0000858126,0.0002959523,0.006237971,0.9760914,0.00001327366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001738647,0.5368713,0.00153025,0.04467241,0.0136631,0.0001876413,0.001202794,0.0001401647,0.3999937],"genre_scores_gemma":[0.00953742,0.7685648,0.005534502,0.01118792,0.01158385,0.0002563703,0.0008337818,0.00007545119,0.1924259],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05060983,"threshold_uncertainty_score":0.1693068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631463229796266,"score_gpt":0.2705389120085506,"score_spread":0.2542242797105879,"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."}}