{"id":"W4379281884","doi":"10.1200/jco.2023.41.16_suppl.4160","title":"Impact of positive resection margins on recurrence and survival following resection and adjuvant chemotherapy in pancreatic cancer: Results of the PRODIGE 24-CCTG PA-6 trial.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Pancreatic cancer; Resection margin; Lymphovascular invasion; Pancreas; Adjuvant therapy; Superior mesenteric vein; Surgery; Radiology; Oncology; Internal medicine; Cancer; Chemotherapy; Resection; Portal vein; Metastasis","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":[0.003215578,0.0005102589,0.001125059,0.0002865556,0.0002046415,0.0006652029,0.0005545296,0.0009436813,0.001016124],"category_scores_gemma":[0.002187017,0.0002314864,0.001547094,0.0003734558,0.0004464039,0.000525966,0.0003782591,0.001377026,0.0001700489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005327229,"about_ca_system_score_gemma":0.0005203471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007071876,"about_ca_topic_score_gemma":0.001701738,"domain_scores_codex":[0.9989501,0.0006751589,0.00006113234,0.0001305573,0.00009327466,0.00008990295],"domain_scores_gemma":[0.9983556,0.0006309301,0.0004777399,0.0001628368,0.00006367903,0.000309234],"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":[0.873149,0.003347604,0.04824921,0.0009844749,0.003887915,0.0001940941,0.0001301891,0.002150322,0.00265034,0.0001525847,0.002052251,0.063052],"study_design_scores_gemma":[0.4040908,0.2774026,0.2879825,0.0004569183,0.01355436,0.0009801881,0.0001925509,0.005356289,0.002737176,0.0008126107,0.006333567,0.0001003267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931885,0.005058637,0.0001094492,0.0002237075,0.0000472819,0.0001727313,0.0004868568,0.00001059639,0.000702342],"genre_scores_gemma":[0.9960102,0.001241659,0.000283588,0.0002148202,0.0001097895,0.0002688206,0.00128996,0.000006920018,0.0005741653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003215578,"threshold_uncertainty_score":0.0170058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1648338851572356,"score_gpt":0.5247978508876707,"score_spread":0.3599639657304351,"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."}}