{"id":"W134921743","doi":"","title":"Multivariate analysis of technical variables in pancreaticoduodenectomy: the effect of pylorus preservation and retromesenteric jejunal position on early outcome.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Pancreaticoduodenectomy; Pylorus; Gastric emptying; Duodenum; Pancreatic fistula; Gastroenterostomy; Surgery; General surgery; Whipple Procedure; Ampulla of Vater; Stomach; Resection; Internal medicine; Pancreas; Gastrectomy; Carcinoma","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":[0.001615333,0.0003614667,0.0003164348,0.0006053238,0.0002152363,0.0003968982,0.0003399735,0.0002779801,0.0009395374],"category_scores_gemma":[0.005956564,0.000150566,0.0006874032,0.0007144854,0.000359289,0.0003413316,0.0003713281,0.0005594637,0.0001041315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092126,"about_ca_system_score_gemma":0.000390561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103491,"about_ca_topic_score_gemma":0.001451848,"domain_scores_codex":[0.9991737,0.0003908287,0.00009148876,0.0001065673,0.0001304186,0.0001070202],"domain_scores_gemma":[0.993475,0.003213122,0.002007536,0.0003628875,0.0002520269,0.000689409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003632592,0.00001746371,0.9977136,0.000005526956,0.00005192667,0.00008305093,0.00001309086,0.0000879799,0.0001489109,0.000005822361,0.00003445468,0.001474882],"study_design_scores_gemma":[0.00001144753,0.0004092614,0.9977816,0.000004983072,0.00006853786,0.0004732005,0.00005626073,0.0009053244,0.0001646729,0.0000167134,0.0001034525,0.000004603844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992794,0.0002399507,0.0002263939,0.00003035429,0.000006813384,0.000004576157,0.00009172403,0.000003620573,0.0001171583],"genre_scores_gemma":[0.9996408,0.0000464483,0.0001335422,0.000004812577,0.000009655361,0.000004179426,0.0001283101,0.00000192299,0.00003041474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001615333,"threshold_uncertainty_score":0.008542776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713019645283588,"score_gpt":0.3172421690992765,"score_spread":0.2901119726464406,"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."}}