{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009102423,0.0002450928,0.0008440125,0.0003114635,0.0001429724,0.00002761126,0.00006190328,0.0001748261,0.0004897704],"category_scores_gemma":[0.001810646,0.0002010679,0.0002226824,0.0004730868,0.0002890142,0.0001365367,0.0000448416,0.0003469011,0.0005688873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004025254,"about_ca_system_score_gemma":0.0007213377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003559889,"about_ca_topic_score_gemma":0.00002369738,"domain_scores_codex":[0.9979755,0.0002124757,0.0004246556,0.0004222544,0.000373275,0.0005918785],"domain_scores_gemma":[0.9976783,0.001262215,0.00009901445,0.0004176596,0.0002331592,0.0003096256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001806206,0.0002994971,0.9925666,0.0001828335,0.000253617,0.001115677,0.0002719139,0.00000815022,0.0007679115,0.0001090913,0.00158617,0.001032274],"study_design_scores_gemma":[0.001148411,0.0003139912,0.9939299,0.0005936837,0.0003095133,0.0001943487,0.0001318437,0.00004227429,0.001003146,0.0006379231,0.001488661,0.0002063377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833202,0.0009180939,0.0004892596,0.001442635,0.0002160472,0.0005410954,0.00001246192,0.000118351,0.01294191],"genre_scores_gemma":[0.9939381,0.0005135328,0.0004690941,0.0006046468,0.0002906031,0.0003049045,0.00006545698,0.00004086628,0.003772727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01061802,"threshold_uncertainty_score":0.8199311,"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."}}