{"id":"W4410983243","doi":"10.1016/j.soc.2025.03.005","title":"Updates in Management of Postoperative Surgical Complications After Pancreatectomy","year":2025,"lang":"en","type":"review","venue":"Surgical Oncology Clinics of North America","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Pancreatectomy; General surgery; Distal pancreatectomy; Surgery; 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":[0.001556498,0.0008444127,0.002002598,0.004137515,0.0002994727,0.001960327,0.001420317,0.001478973,0.004147809],"category_scores_gemma":[0.004732981,0.0004220337,0.001351358,0.003206606,0.0005707924,0.001922659,0.0008426789,0.002486372,0.001228909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009024914,"about_ca_system_score_gemma":0.00190303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001915275,"about_ca_topic_score_gemma":0.004466724,"domain_scores_codex":[0.9993037,0.0001465731,0.0001903571,0.000102525,0.0002117827,0.00004501534],"domain_scores_gemma":[0.9967461,0.001918455,0.0005545148,0.0000492474,0.0006090925,0.0001226396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009468046,0.00004781003,0.0004749038,0.03399331,0.0001998985,0.0001690146,0.00006138226,0.000292796,0.0002796539,0.001218948,0.0483982,0.9147695],"study_design_scores_gemma":[0.00007580966,0.0001864317,0.003015753,0.04564617,0.001235803,0.002150415,0.000168159,0.000217726,0.0002286954,0.001737752,0.9452788,0.00005859503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005829669,0.9986376,0.00007197932,0.0003845386,0.0004323515,0.000003261208,0.00002289612,0.00000608541,0.0003830946],"genre_scores_gemma":[0.0004218708,0.9978876,0.0001995574,0.0005752339,0.0007028045,0.000004063713,0.00004242481,0.000001877529,0.0001646528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004147809,"threshold_uncertainty_score":0.01387578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05346525240677993,"score_gpt":0.4510304032020842,"score_spread":0.3975651507953042,"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."}}