{"id":"W4323664540","doi":"10.1016/j.hpb.2023.03.001","title":"It is not necessary to resect all mucinous cystic neoplasms of the pancreas: current guidelines do not reflect the actual risk of malignancy","year":2023,"lang":"en","type":"review","venue":"HPB","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"Università degli Studi di Verona; Ministero della Salute; Fondazione Italiana per la ricerca sulle Malattie del Pancreas","keywords":"Medicine; Pancreas; Malignancy; General surgery; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.002827694,0.0005354264,0.003302781,0.0002987395,0.0001504964,0.00001835198,0.001087226,0.0004129854,0.0003319868],"category_scores_gemma":[0.008075844,0.0002536475,0.0009318594,0.001057872,0.0003122689,0.00002836446,0.0005965036,0.001154023,0.0003350569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722362,"about_ca_system_score_gemma":0.002069393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000780762,"about_ca_topic_score_gemma":0.000164779,"domain_scores_codex":[0.994464,0.001117483,0.0018452,0.0006456121,0.001267717,0.0006600305],"domain_scores_gemma":[0.9924359,0.003856743,0.0009506354,0.001886053,0.0006419625,0.0002287589],"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":[0.0004190812,0.0002196217,0.00103227,0.0230688,0.001790069,0.00006404581,0.00140091,0.00000213827,0.00002079153,0.00003659911,0.1496548,0.8222908],"study_design_scores_gemma":[0.000722904,0.0008067986,0.0009391434,0.03523264,0.006774902,0.0001460268,0.0001555703,0.0001222403,0.00002331551,0.00003581061,0.954766,0.0002745801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002969152,0.9885643,0.00007464379,0.001899118,0.0006987385,0.003537433,0.0008385361,0.00004766238,0.001370478],"genre_scores_gemma":[0.0001851312,0.9938179,0.000595029,0.0008377428,0.0006009008,0.0003634803,0.00005597036,0.00009748604,0.00344638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8220162,"threshold_uncertainty_score":0.9999916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.253368808403362,"score_gpt":0.4845765470244467,"score_spread":0.2312077386210848,"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."}}