{"id":"W2013570741","doi":"10.1097/sla.0000000000001232","title":"Different Ideas of Nodal Grouping in Standard and Extended Lymphadenectomy During Pancreaticoduodenectomy for Pancreatic Head Cancer","year":2015,"lang":"en","type":"letter","venue":"Annals of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreaticoduodenectomy; Pancreatic head; Lymphadenectomy; General surgery; Head (geology); Cancer; Internal medicine; Pancreas","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":[0.003677682,0.0002251073,0.0005128696,0.0006875111,0.0008290471,0.001425637,0.0007145655,0.004336364,0.001592519],"category_scores_gemma":[0.01631737,0.0001955061,0.0006322125,0.0004880227,0.001890666,0.001381798,0.0005692109,0.006427119,0.0006942794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276412,"about_ca_system_score_gemma":0.001180465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173604,"about_ca_topic_score_gemma":0.002943458,"domain_scores_codex":[0.9985489,0.0006104306,0.0002795755,0.0001441452,0.0002414446,0.0001754636],"domain_scores_gemma":[0.9973348,0.001731646,0.0001748828,0.000127166,0.0003750107,0.0002565284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004148113,0.0004506515,0.1231911,0.0008787834,0.0002509364,0.05875017,0.003254284,0.003110058,0.004595371,0.03278787,0.3928879,0.3756947],"study_design_scores_gemma":[0.002965027,0.002533764,0.1132231,0.004759369,0.000910192,0.1523582,0.009049206,0.009204764,0.004990543,0.1308083,0.5687513,0.0004461202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07846048,0.01969592,0.003930762,0.8470148,0.02473274,0.0001132512,0.0001815812,0.00005739507,0.02581316],"genre_scores_gemma":[0.4908015,0.01604089,0.008410093,0.3435113,0.1338407,0.0002175258,0.0003057751,0.00008552156,0.006786793],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.004336364,"threshold_uncertainty_score":0.01944965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2339974653846305,"score_gpt":0.4203145523782147,"score_spread":0.1863170869935842,"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."}}