{"id":"W4403470773","doi":"10.1097/sla.0000000000006567","title":"Vascular Resection for Pancreas Cancer","year":2024,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Pancreaticoduodenectomy; Perioperative; Pancreatectomy; Adenocarcinoma; Single Center; Perineural invasion; Pancreas; Pathological; Internal medicine; Pancreatic ductal adenocarcinoma; Retrospective cohort study; Gastroenterology; Pancreatic cancer; Surgery; Cancer","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":[0.0002431422,0.0001662375,0.000156892,0.0004754387,0.0002132931,0.0003987816,0.0001361172,0.000144889,0.003901043],"category_scores_gemma":[0.001061137,0.00006255658,0.0003004041,0.0007973466,0.0002029194,0.0002136031,0.0003005264,0.0003539964,0.0009073669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002511691,"about_ca_system_score_gemma":0.0003956964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006584215,"about_ca_topic_score_gemma":0.001153062,"domain_scores_codex":[0.999855,0.00003489069,0.00002121858,0.00002883314,0.00003154999,0.00002844403],"domain_scores_gemma":[0.999312,0.0001869847,0.0003033417,0.00003591691,0.00005948498,0.000102296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004208013,0.00007264147,0.7559645,0.0009717125,0.0002111331,0.009325398,0.0000879428,0.0004421536,0.00349719,0.0003986261,0.006208471,0.2223994],"study_design_scores_gemma":[0.00008280399,0.0008221554,0.7531242,0.0005810042,0.0002855206,0.1997827,0.0002958228,0.0007654157,0.003552688,0.001005907,0.03968064,0.00002124263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8689501,0.1053906,0.003246979,0.001409526,0.0003417448,0.00004920123,0.0009789047,0.0002159495,0.01941698],"genre_scores_gemma":[0.9830779,0.01302432,0.0009324034,0.0002797752,0.0002810374,0.00001768637,0.0008841113,0.00001625718,0.00148643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003901043,"threshold_uncertainty_score":0.01305026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3868870237576631,"score_gpt":0.4769918162549744,"score_spread":0.09010479249731135,"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."}}