{"id":"W4288066977","doi":"10.3390/curroncol29080420","title":"Intraoperative Positive Pancreatic Parenchymal Resection Margin: Is It a True Indication of Completion Total Pancreatectomy after Partial Pancreatectomy for Pancreatic Ductal Adenocarcinoma?","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Samsung Medical Center, Sungkyunkwan University","keywords":"Medicine; Pancreatectomy; Resection margin; Pancreatic cancer; Pancreaticoduodenectomy; Surgery; Resection; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318024,0.000164496,0.0002413876,0.000509073,0.000212254,0.0005497094,0.0003472074,0.0003778776,0.001060002],"category_scores_gemma":[0.00562683,0.0001622254,0.0003507526,0.0005496478,0.000739494,0.0005996278,0.000425301,0.0004272307,0.000181102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119822,"about_ca_system_score_gemma":0.0003635635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004232548,"about_ca_topic_score_gemma":0.0006734572,"domain_scores_codex":[0.9993929,0.0001267862,0.0001136162,0.0001294727,0.0001571534,0.00008007923],"domain_scores_gemma":[0.9941075,0.001253469,0.00377201,0.0002880105,0.0002590625,0.0003200277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001420362,0.000006845476,0.9953536,0.00002109215,0.00002015135,0.0006268412,0.00003334938,0.00004033029,0.0002913067,0.00002480586,0.0000574162,0.003382204],"study_design_scores_gemma":[0.000009565494,0.0001706749,0.9862424,0.00003794666,0.00009021055,0.01136817,0.0004024281,0.000588157,0.0004886531,0.0001295532,0.0004626718,0.000009549524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983945,0.0007508384,0.0003526873,0.00009380317,0.00001267876,0.000003831005,0.00004197506,0.000003671387,0.0003459169],"genre_scores_gemma":[0.9995244,0.0002274975,0.0001112811,0.00002172344,0.00002935635,0.000001692273,0.00005753502,0.000001688116,0.00002491871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001318024,"threshold_uncertainty_score":0.006970465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09082253617040441,"score_gpt":0.4035789871837666,"score_spread":0.3127564510133621,"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."}}