{"id":"W2464941979","doi":"10.1097/dcr.0000000000000455","title":"Surgical Site Infection Rates Following Implementation of a Colorectal Closure Bundle in Elective Colorectal Surgeries","year":2015,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Surgical site infection prevention","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Colorectal surgery; Surgery; Surgical site infection; Odds ratio; Retrospective cohort study; Anastomosis; General surgery; Abdominal surgery; Internal medicine","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":[0.001597908,0.0002525802,0.0003557047,0.0008737214,0.00038303,0.0006001104,0.0004079836,0.0003566079,0.00130902],"category_scores_gemma":[0.008694707,0.0002695979,0.0004613076,0.000727602,0.0003308828,0.0005409038,0.0008010074,0.0007199428,0.0001474704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008278527,"about_ca_system_score_gemma":0.0008569268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001715865,"about_ca_topic_score_gemma":0.003070913,"domain_scores_codex":[0.9978296,0.0005188357,0.0003789355,0.0002799835,0.0005694591,0.0004232155],"domain_scores_gemma":[0.985008,0.001817682,0.01006583,0.0003287805,0.001142996,0.00163667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002388013,0.00009220539,0.9975849,0.00002394596,0.00001720424,0.00007268319,0.00007805268,0.00001862894,0.0001124689,0.000003768955,0.00005111926,0.001706309],"study_design_scores_gemma":[0.000007819017,0.0006607474,0.9985843,0.00001253506,0.00001346773,0.0002090456,0.0002646708,0.00004576575,0.0001244936,0.000003880218,0.00006885517,0.000004505147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995713,0.0001250047,0.00004034894,0.00001992366,0.000004203927,0.00002151018,0.00006881695,0.000002044926,0.0001469678],"genre_scores_gemma":[0.9995651,0.00008528175,0.00008763716,0.00001913335,0.000008181097,0.00002368754,0.0001463393,0.000001209434,0.00006338726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001715865,"threshold_uncertainty_score":0.008450687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413185626935622,"score_gpt":0.3242194786278483,"score_spread":0.3100876223584921,"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."}}