{"id":"W4292265701","doi":"10.3390/cancers14163945","title":"Preneoplastic Lesions in Surgical Specimens Do Not Worsen the Prognosis of Patients Who Underwent Surgery for Pancreatic Adenocarcinoma: Post-Hoc Analysis of the PRODIGE 24-CCTG PA 6 Trial","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Perineural invasion; Dysplasia; Intraductal papillary mucinous neoplasm; Internal medicine; Adenocarcinoma; Gastroenterology; Multivariate analysis; Pancreatic cancer; Pancreas; Cancer; Oncology","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":[0.004607597,0.0009059125,0.002140756,0.0002160571,0.0002355929,0.000960631,0.0006632724,0.0007675356,0.001936453],"category_scores_gemma":[0.003874773,0.0003362561,0.003126131,0.0002589646,0.0005325675,0.0007250051,0.0003590278,0.001686739,0.0002330641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000440038,"about_ca_system_score_gemma":0.0006852566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004413257,"about_ca_topic_score_gemma":0.001104458,"domain_scores_codex":[0.9980715,0.001253993,0.0001001051,0.0002671222,0.0001306178,0.0001767396],"domain_scores_gemma":[0.9956663,0.002125063,0.001003189,0.0005364427,0.0001881792,0.0004808729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9227411,0.001723413,0.04618455,0.0005379603,0.00885825,0.0001483637,0.00007590969,0.0009819682,0.002466228,0.000072235,0.001014842,0.01519525],"study_design_scores_gemma":[0.2613946,0.3324449,0.3680142,0.0002255676,0.02294042,0.0005800999,0.0002469278,0.005962142,0.00339686,0.0005558499,0.00411389,0.0001245741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966363,0.002120107,0.0001463593,0.00014806,0.00009142734,0.0001052727,0.0003589928,0.00001126875,0.0003821336],"genre_scores_gemma":[0.9983385,0.0003087523,0.0001408745,0.0001070305,0.0001094753,0.00009678442,0.0005161602,0.000007143826,0.0003752499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004607597,"threshold_uncertainty_score":0.02436763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05423628338060776,"score_gpt":0.3206422431346685,"score_spread":0.2664059597540607,"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."}}