{"id":"W2041338702","doi":"10.1097/sla.0b013e318214b7e4","title":"Does Duration of Perioperative Antibiotic Prophylaxis Matter in Cardiac Surgery? A Systematic Review and Meta-Analysis","year":2011,"lang":"en","type":"review","venue":"Annals of Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Antibiotic prophylaxis; Perioperative; Relative risk; Guideline; Meta-analysis; Randomized controlled trial; Adverse effect; MEDLINE; Confidence interval; Antibiotics; Internal medicine; Surgery","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_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00481054,0.0004271664,0.01733972,0.001302288,0.00002164064,0.00001434657,0.00005953289,0.0002663836,0.00208849],"category_scores_gemma":[0.001113067,0.0002145691,0.007356094,0.001769501,0.0001047639,0.0001681712,0.00004066425,0.0002233321,0.00003215326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002411262,"about_ca_system_score_gemma":0.0001457298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001407619,"about_ca_topic_score_gemma":0.000006606299,"domain_scores_codex":[0.993758,0.002086136,0.003145288,0.0004616,0.0003333277,0.0002156172],"domain_scores_gemma":[0.9948822,0.00182588,0.002110886,0.0006116981,0.0004731991,0.00009611341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000007564672,0.000131796,0.002234298,0.9188802,0.07463678,0.00001114993,0.00002963721,2.868772e-8,4.916424e-7,0.000007087995,0.00009282176,0.003968148],"study_design_scores_gemma":[0.0000278029,0.00003900426,0.001240033,0.1664273,0.8252817,0.0000266187,0.00001339381,2.643323e-7,0.00005352023,0.000005170578,0.006520239,0.0003648891],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002526934,0.9967909,0.000004219849,0.0001395368,0.0000764142,0.00248287,0.0001050432,0.00001201587,0.0001362449],"genre_scores_gemma":[0.003515271,0.9952919,0.000009503545,0.0001472241,0.00001592757,0.0002120732,0.0001577433,0.00003204938,0.0006183147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7524529,"threshold_uncertainty_score":0.9988238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2921024967814622,"score_gpt":0.3957919260406519,"score_spread":0.1036894292591897,"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."}}