{"id":"W4298088677","doi":"10.1097/sla.0000000000005713","title":"Total Pancreatectomy With Islet Autotransplantation as an Alternative to High-risk Pancreatojejunostomy After Pancreaticoduodenectomy","year":2022,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"European Foundation for the Study of Diabetes; Associazione Italiana per la Ricerca sul Cancro; Roche Diabetes Care; European Commission; Ministero della Salute; Eli Lilly and Company","keywords":"Medicine; Hazard ratio; Autotransplantation; Odds ratio; Pancreatic fistula; Internal medicine; Pancreaticoduodenectomy; Surgery; Diabetes mellitus; Gastroenterology; Pancreatectomy; Cumulative incidence; Confidence interval; Transplantation; Pancreas; Endocrinology","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":[0.001921017,0.0005527744,0.00170177,0.0003550696,0.0001829108,0.0008860764,0.0003862919,0.0004046174,0.001864719],"category_scores_gemma":[0.001879919,0.0003097196,0.001712969,0.0004567827,0.0007370914,0.0006624063,0.0005684106,0.0007349132,0.0001287962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003209889,"about_ca_system_score_gemma":0.000616613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002337553,"about_ca_topic_score_gemma":0.0004267498,"domain_scores_codex":[0.9991028,0.0004561507,0.0001089479,0.0001581283,0.00009567167,0.00007832114],"domain_scores_gemma":[0.9987557,0.0004693737,0.0003875991,0.0001192498,0.0000379831,0.0002301939],"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":[0.9224415,0.004542544,0.008640341,0.001527267,0.002270081,0.00007349856,0.00004035778,0.0009532134,0.00299064,0.0001193671,0.0001504869,0.05625055],"study_design_scores_gemma":[0.3932458,0.5351364,0.05880309,0.0004288942,0.005239605,0.0006368021,0.0001232157,0.001767136,0.002803792,0.0004498622,0.001320963,0.00004437265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941254,0.004760714,0.0003292754,0.0000547615,0.00007772046,0.0001740229,0.00006890111,0.00001104301,0.0003982315],"genre_scores_gemma":[0.9972391,0.001808878,0.0003789099,0.00008552831,0.00009216946,0.0001315657,0.0001126888,0.000002176706,0.000149108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001921017,"threshold_uncertainty_score":0.01015943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08624218112830416,"score_gpt":0.3558644641671917,"score_spread":0.2696222830388875,"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."}}