{"id":"W2081186492","doi":"10.1159/000075943","title":"Pancreatic Fistula Rate after Pancreatic Resection","year":2004,"lang":"en","type":"article","venue":"Digestive Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":308,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreatic fistula; Anastomosis; Incidence (geometry); Complication; Statistical significance; Gastroenterology; Pancreatic head; Fistula; Surgery; Nuclear medicine; Internal medicine; Pancreas; General surgery","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":[0.002091551,0.0001737915,0.0006120361,0.002698145,0.0002048172,0.0007834014,0.0002577871,0.000409296,0.001291031],"category_scores_gemma":[0.01082862,0.00009250384,0.0006339116,0.002796242,0.0004349938,0.0006350874,0.0003882493,0.0003810583,0.000227357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003127708,"about_ca_system_score_gemma":0.0003745309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003233983,"about_ca_topic_score_gemma":0.0001785946,"domain_scores_codex":[0.9982733,0.0005859337,0.0004182538,0.0001960434,0.0004450226,0.00008136579],"domain_scores_gemma":[0.9866887,0.006503012,0.005648966,0.000283712,0.0005338018,0.0003418459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000620158,0.0000254137,0.9618373,0.001200094,0.000196072,0.001428288,0.0002685109,0.0001728052,0.0004175497,0.0001001446,0.0003490976,0.03338456],"study_design_scores_gemma":[0.00004073897,0.0005748038,0.9630772,0.0005160354,0.000318354,0.03020362,0.000732192,0.0001672746,0.0009676822,0.0002763219,0.00310273,0.00002308922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589061,0.0376474,0.0008057024,0.0002255701,0.00004173984,0.00002690302,0.0008954293,0.00003214696,0.001419034],"genre_scores_gemma":[0.9928161,0.006131878,0.0002467651,0.00003921923,0.0000511949,0.00001673657,0.0006247946,0.000006062405,0.00006723509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002698145,"threshold_uncertainty_score":0.01106137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0351047183838713,"score_gpt":0.3179283858578739,"score_spread":0.2828236674740026,"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."}}