{"id":"W3133824882","doi":"10.1016/j.surg.2021.02.004","title":"Postoperative pancreatic fistula: Still the Achilles’ heel of pancreatic surgery","year":2021,"lang":"en","type":"letter","venue":"Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Pancreatic fistula; Pancreaticoduodenectomy; General surgery; Scopus; Pancreatectomy; Pancreatic duct; Surgery; Pancreatitis; MEDLINE; Internal medicine; Resection; Pancreas","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002116449,0.0007057087,0.004305213,0.0005499031,0.0002139613,0.00004962253,0.0003011595,0.001148998,0.002066839],"category_scores_gemma":[0.00491565,0.0004591622,0.001298937,0.0007729898,0.0009263759,0.00007817453,0.000199037,0.002774394,0.0001498087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002889217,"about_ca_system_score_gemma":0.004162494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006001345,"about_ca_topic_score_gemma":0.00002656208,"domain_scores_codex":[0.9937028,0.001528037,0.001490005,0.0008232331,0.001361136,0.00109479],"domain_scores_gemma":[0.9798349,0.01692803,0.0006254953,0.001647715,0.0007577969,0.0002060861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001597198,0.0001485881,0.1665914,0.001260275,0.001626876,0.003654957,0.0003234342,3.824134e-7,0.00008427646,0.00001290902,0.8252501,0.0008870593],"study_design_scores_gemma":[0.0009197996,0.0002859394,0.173912,0.005568437,0.004646333,0.001798949,0.0008383045,0.0001062365,0.0003860221,0.0001757224,0.8102383,0.001124027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3931883,0.01146705,0.0000404278,0.5840075,0.001138167,0.001511016,0.0002840505,0.0001038091,0.00825968],"genre_scores_gemma":[0.2066838,0.01105329,0.0004786027,0.7079533,0.007158251,0.0008507227,0.005235021,0.0004264583,0.06016046],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1865045,"threshold_uncertainty_score":0.999786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05721436844684587,"score_gpt":0.3134303637072733,"score_spread":0.2562159952604274,"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."}}