{"id":"W3027745869","doi":"10.1111/codi.15153","title":"Surgical site infection in elective colonic and rectal resections: effect of oral antibiotics and mechanical bowel preparation compared with mechanical bowel preparation only","year":2020,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Surgical site infection prevention","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Antibiotics; Colorectal surgery; Metronidazole; Surgical site infection; Retrospective cohort study; Surgery; Bowel preparation; Cohort; Internal medicine; Gastroenterology; Abdominal surgery; Colorectal cancer; Colonoscopy","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":[0.001126341,0.0002813055,0.0004746126,0.0003749014,0.0002509338,0.0005360073,0.0003123057,0.000352764,0.001179907],"category_scores_gemma":[0.003423789,0.0002324768,0.0008625219,0.0003667736,0.0002685747,0.000430734,0.0005543882,0.0006172224,0.0001164529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003675734,"about_ca_system_score_gemma":0.0004863553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576401,"about_ca_topic_score_gemma":0.003583682,"domain_scores_codex":[0.99913,0.000216035,0.0001193125,0.0002049115,0.0001623812,0.0001674051],"domain_scores_gemma":[0.9969819,0.0006200078,0.001575542,0.0001133806,0.0001257118,0.0005833629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.003871051,0.0001896598,0.9931472,0.00003608519,0.0001442063,0.00006804714,0.0000521958,0.00002913986,0.0002982345,0.000007183679,0.0000400952,0.002116776],"study_design_scores_gemma":[0.00005724193,0.002964874,0.9962732,0.00001390989,0.00008729882,0.000162079,0.0001852,0.00008035253,0.0000947449,0.000005932658,0.00006982714,0.00000539966],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995932,0.0002430521,0.00001715568,0.0000159191,0.000006872307,0.000005936537,0.00004340508,7.022633e-7,0.00007373637],"genre_scores_gemma":[0.9996756,0.0001084163,0.00004423713,0.00001243073,0.00001052535,0.000007690766,0.00008421034,7.004082e-7,0.00005625969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001576401,"threshold_uncertainty_score":0.005956709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229128564403736,"score_gpt":0.3000051952965896,"score_spread":0.2877139096525522,"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."}}