{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002304556,0.0001615993,0.0006243019,0.0001316562,0.00006812835,0.000008531458,0.0001537889,0.00009929165,0.0001315645],"category_scores_gemma":[0.0007305551,0.00007007689,0.0002730882,0.0003240286,0.00030484,0.00005274353,0.00002303539,0.0001925515,0.000001726587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005484594,"about_ca_system_score_gemma":0.0008232731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980645,"about_ca_topic_score_gemma":0.0001059298,"domain_scores_codex":[0.9976917,0.0006671938,0.0005880017,0.0002114828,0.0004871941,0.0003544404],"domain_scores_gemma":[0.9945236,0.004249641,0.0002854789,0.0006149109,0.0002692903,0.00005702414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002070876,0.001651034,0.9727607,0.0003771262,0.0002434704,0.00003223064,0.0004736806,0.0000338264,0.003038546,0.0006915548,0.007428883,0.01119809],"study_design_scores_gemma":[0.0005646895,0.001550914,0.9884065,0.0004729813,0.00008333422,0.00002813594,0.0005596474,0.001751043,0.005630926,0.0006842618,0.0001950094,0.00007254641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866768,0.0003490874,0.000019075,0.01031342,0.00008510539,0.001488844,0.00005927984,0.000003957226,0.001004425],"genre_scores_gemma":[0.9977451,0.001039489,0.0000974297,0.0004072194,0.00007373848,0.0005123762,0.00001683296,0.0000118358,0.00009598408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01564583,"threshold_uncertainty_score":0.2994156,"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."}}