{"id":"W3136280493","doi":"10.1007/s13304-021-01020-8","title":"Clinical relevant pancreatic fistula after pancreatoduodenectomy: when negative amylase levels tell the truth","year":2021,"lang":"en","type":"article","venue":"Updates in Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Radboud Universitair Medisch Centrum; Universitair Medisch Centrum Groningen; Universiteit Maastricht; Erasmus Medisch Centrum; Maastricht Universitair Medisch Centrum; Radboud Universiteit","keywords":"Medicine; Pancreatic fistula; Pancreaticoduodenectomy; Amylase; General surgery; Surgery; Pancreas; Resection; Internal medicine; Enzyme","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":[0.003855325,0.0008247792,0.001984692,0.002431588,0.001191792,0.006359947,0.001362449,0.007057671,0.002330719],"category_scores_gemma":[0.03477998,0.0005327185,0.0007927601,0.001717462,0.003216973,0.007800041,0.001135582,0.01163368,0.001612004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118977,"about_ca_system_score_gemma":0.001483622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234427,"about_ca_topic_score_gemma":0.002121989,"domain_scores_codex":[0.9975193,0.0006109233,0.0005960285,0.0002488432,0.0007653844,0.0002597199],"domain_scores_gemma":[0.9745125,0.01648932,0.002093688,0.0007169333,0.004563494,0.001624134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001292915,0.0002333372,0.08439834,0.003761517,0.000293052,0.1278841,0.002177376,0.0006199881,0.004035321,0.01174267,0.3036295,0.4599319],"study_design_scores_gemma":[0.0003473961,0.0005978369,0.04159548,0.01723071,0.0007753603,0.3221854,0.01039557,0.001943312,0.004242096,0.04268352,0.5576423,0.0003611436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04233713,0.4460072,0.007401933,0.4412328,0.03380635,0.00008582765,0.00037895,0.0004661378,0.02828378],"genre_scores_gemma":[0.3512515,0.334571,0.008328831,0.1377879,0.1626817,0.00005359466,0.0007371758,0.0003198035,0.004268556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007057671,"threshold_uncertainty_score":0.02038914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06728775508146856,"score_gpt":0.3676635495866047,"score_spread":0.3003757945051362,"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."}}