{"id":"W2050718201","doi":"10.1097/sla.0b013e3182a690ff","title":"Treatment Strategy for Main Duct Intraductal Papillary Mucinous Neoplasms of the Pancreas Based on the Assessment of Recurrence in the Remnant Pancreas After Resection","year":2013,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; GNAS complex locus; Pancreatectomy; Pancreas; Dysplasia; Pancreatic duct; Intraductal papillary mucinous neoplasm; Gastroenterology; KRAS; Resection margin; Internal medicine; Pancreaticoduodenectomy; Adenocarcinoma; Surgery; Resection; Cancer; Colorectal 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":[0.0003474758,0.0002910802,0.0003503713,0.0005457433,0.0001770803,0.0002579806,0.0002654919,0.0003168819,0.0004394127],"category_scores_gemma":[0.001278541,0.0001049382,0.0003683504,0.000178818,0.0002669221,0.0002562479,0.0002468541,0.0004327321,0.0001752653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321977,"about_ca_system_score_gemma":0.000329111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001659239,"about_ca_topic_score_gemma":0.000387934,"domain_scores_codex":[0.9999133,0.00002510445,0.00001771707,0.00001530188,0.00001586188,0.00001258802],"domain_scores_gemma":[0.9995947,0.000143817,0.0001093875,0.00003932774,0.00003831938,0.00007438919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001082839,0.0003006046,0.6944476,0.0005653919,0.0002313375,0.0232307,0.0003007732,0.003322667,0.03220139,0.0003348153,0.001834036,0.2421478],"study_design_scores_gemma":[0.0002664853,0.003407727,0.7192982,0.0004422595,0.0005710036,0.2390411,0.0009339134,0.01121795,0.01838521,0.001117904,0.005254999,0.00006322945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736518,0.01109235,0.01227147,0.0008751173,0.00006284329,0.00007842341,0.00006712038,0.0001272225,0.001773618],"genre_scores_gemma":[0.9910517,0.002732435,0.005517527,0.0001640192,0.0001374703,0.00003074535,0.000143859,0.0000115201,0.0002107732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005457433,"threshold_uncertainty_score":0.001837671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2191143400717963,"score_gpt":0.3993609573545243,"score_spread":0.180246617282728,"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."}}