{"id":"W2039648472","doi":"10.1155/2011/624060","title":"The Use of Bovine Pericardial Buttress on Linear Stapler Fails to Reduce Pancreatic Fistula Incidence in a Porcine Pancreatic Transection Model","year":2011,"lang":"en","type":"article","venue":"HPB Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"National Institutes of Health; University of Alberta; Alberta Innovates; Diabetes Research Institute Foundation","keywords":"Medicine; Pancreatic fistula; Pancreatic duct; Distal pancreatectomy; Surgery; Fistula; Pancreas; Pancreatitis; Resection; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001151511,0.0002284274,0.0009924786,0.0003325995,0.0001121582,0.00001638718,0.0001247673,0.0001414314,0.0001152769],"category_scores_gemma":[0.001996405,0.0001586583,0.0001956395,0.0005692245,0.0002059539,0.0001443612,0.00004143105,0.0003311998,0.00003177591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676804,"about_ca_system_score_gemma":0.0005151713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002528973,"about_ca_topic_score_gemma":0.0002255561,"domain_scores_codex":[0.9975368,0.0003084822,0.0007165982,0.0003729768,0.000540097,0.00052499],"domain_scores_gemma":[0.9967352,0.002036315,0.000138631,0.0006299297,0.0002164747,0.0002434898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0124143,0.0008479115,0.9621341,0.0002763016,0.0002746656,0.0002902578,0.003616497,0.0003967147,0.005151257,0.0001161682,0.004760836,0.009721016],"study_design_scores_gemma":[0.001358853,0.001159607,0.9474995,0.0008796951,0.0003469346,0.00007687208,0.0004216949,0.04512229,0.002116547,0.00008202899,0.0006355888,0.000300424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954391,0.0001929979,0.002057381,0.0006039275,0.000110545,0.0007687748,0.00001785851,0.00003648227,0.0007729494],"genre_scores_gemma":[0.9943679,0.0005269985,0.00273395,0.0003035863,0.0001138647,0.0001955602,0.000016263,0.0000349841,0.001706917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04472557,"threshold_uncertainty_score":0.6469896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666841485888901,"score_gpt":0.34275276116849,"score_spread":0.1760686125795998,"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."}}