{"id":"W4200449708","doi":"10.1016/j.surg.2021.11.010","title":"The clinical and economic impact of surgical site infections after distal pancreatectomy","year":2021,"lang":"en","type":"article","venue":"Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Surgical site infection; Odds ratio; Pancreatectomy; Surgery; Incidence (geometry); Prospective cohort study; Body mass index; Internal medicine; Resection","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":[0.001392307,0.0002328944,0.0002667763,0.001171978,0.0007402199,0.002111838,0.0004910708,0.0007095403,0.005161366],"category_scores_gemma":[0.01176748,0.0001742611,0.0009885645,0.001713968,0.0007977296,0.0009908793,0.001110991,0.001088292,0.0003071152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002693671,"about_ca_system_score_gemma":0.001592702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006911414,"about_ca_topic_score_gemma":0.01166431,"domain_scores_codex":[0.9981194,0.0007115812,0.0001707318,0.00007068436,0.0003736119,0.0005539126],"domain_scores_gemma":[0.9932463,0.001865014,0.002574677,0.0001455202,0.0008649287,0.001303465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001885857,0.0004100947,0.9649999,0.000124657,0.0002007467,0.001628087,0.0001626426,0.0009611922,0.0002755467,0.0008612772,0.001133401,0.02735666],"study_design_scores_gemma":[0.00002367906,0.0004096702,0.9931508,0.000106619,0.00009959961,0.001712167,0.001812629,0.0006148406,0.00009875838,0.0006336527,0.001317661,0.00001985085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828355,0.005487998,0.0001177565,0.002434311,0.00008842856,0.00001603584,0.0005648619,0.000002937511,0.008452128],"genre_scores_gemma":[0.9980835,0.001229616,0.00004062064,0.0001173495,0.00006257704,0.000003504776,0.0002015426,0.000001464772,0.0002598002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006911414,"threshold_uncertainty_score":0.01954401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357550303873989,"score_gpt":0.3947056081770856,"score_spread":0.3589505777896866,"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."}}