{"id":"W4414823584","doi":"10.1016/j.hpb.2025.07.473","title":"Impact of R1 Resection in Pancreatic Adenocarcinoma in the Presence of Node-positive Disease: Meta-analysis","year":2025,"lang":"en","type":"article","venue":"HPB","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Adenocarcinoma; Resection; Disease; Pancreatectomy; Pancreatic disease; Pancreatic ductal adenocarcinoma","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":[0.0008563082,0.00008915627,0.0009043587,0.0005395819,0.00001974608,0.0000038252,0.0001361496,0.0000571825,0.000269634],"category_scores_gemma":[0.0007064685,0.00005093663,0.0004579804,0.001627618,0.0001478536,0.00003837521,0.0000358486,0.0001823615,0.000002337189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009990118,"about_ca_system_score_gemma":0.0003326198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003892978,"about_ca_topic_score_gemma":0.0004459288,"domain_scores_codex":[0.9985187,0.000466007,0.0003608893,0.000178363,0.0003001955,0.0001758477],"domain_scores_gemma":[0.9983745,0.0009559013,0.00008505288,0.0004185269,0.0001190186,0.00004702665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008167715,0.0003133627,0.9842902,0.0001063347,0.0130152,0.00004029217,0.0006845603,0.0001002442,0.0002810748,0.0001138467,0.0001528284,0.0000852313],"study_design_scores_gemma":[0.0006031308,0.0002382717,0.9542602,0.00003940247,0.03670219,0.000001755503,0.0002633604,0.007662521,0.00006399965,0.0001326168,0.000001466896,0.0000310407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929576,0.00300558,0.0004137851,0.0004255777,0.000006694331,0.0005143948,0.00002609651,0.000003004242,0.002647304],"genre_scores_gemma":[0.9987031,0.00008763753,0.0002146153,0.00004494672,0.000007865997,0.00008338792,0.00001513762,0.000003299693,0.0008400338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03003,"threshold_uncertainty_score":0.5885044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06500226996187107,"score_gpt":0.4039600415578104,"score_spread":0.3389577715959393,"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."}}