{"id":"W2524599301","doi":"10.1017/ice.2016.213","title":"Impact of an Infection Control and Antimicrobial Stewardship Program on Solid Organ Transplantation and Hepatobiliary Surgical Site Infections","year":2016,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Surgical site infection prevention","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Antimicrobial stewardship; Liver transplantation; Kidney transplantation; Infection control; Transplantation; Internal medicine; Pancreas transplantation; Surgery; Antibiotics; Antibiotic resistance","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":[0.004931209,0.000380453,0.0003877523,0.0005134367,0.0008630648,0.0008600582,0.0007680096,0.0006991036,0.001328797],"category_scores_gemma":[0.00821134,0.0002646137,0.0006007255,0.000312823,0.0008423554,0.0007088124,0.001114912,0.0008208874,0.0001427203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541877,"about_ca_system_score_gemma":0.004714181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003170462,"about_ca_topic_score_gemma":0.00569914,"domain_scores_codex":[0.9955723,0.001844305,0.0004076248,0.0004593213,0.0009024183,0.0008139339],"domain_scores_gemma":[0.9912616,0.001905594,0.003423709,0.0004104967,0.0007055143,0.00229321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0150814,0.1834214,0.6698239,0.0005968097,0.0004274607,0.0003280466,0.002113156,0.001177308,0.007634556,0.0003103771,0.0007192132,0.1183664],"study_design_scores_gemma":[0.00129229,0.1618118,0.831204,0.00007233762,0.000127284,0.000092298,0.001240815,0.0008473772,0.002344826,0.00006033501,0.0008756368,0.00003099989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991795,0.0000728282,0.0001029089,0.00008456392,0.00001830058,0.0002715797,0.00002393776,0.000006567965,0.0002396888],"genre_scores_gemma":[0.9984313,0.00006607722,0.0007001031,0.0001168611,0.00006070292,0.00035588,0.00004882094,0.000001068533,0.0002192799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004931209,"threshold_uncertainty_score":0.02607906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427813245325212,"score_gpt":0.3337635557921544,"score_spread":0.3194854233389023,"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."}}