{"id":"W2728522047","doi":"10.1097/sla.0000000000002375","title":"A Prospective Randomized Multicenter Trial of Distal Pancreatectomy With and Without Routine Intraperitoneal Drainage","year":2017,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Surgery; Percutaneous; Pancreatic fistula; Distal pancreatectomy; Prospective cohort study; Pancreatectomy; Pancreas; Incidence (geometry); Drainage; Internal medicine","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":[0.001630283,0.0001415258,0.001681249,0.0001108662,0.000101812,0.00001771356,0.00007020942,0.00008321602,0.00004534084],"category_scores_gemma":[0.001902514,0.00008941484,0.0001777822,0.0000466781,0.001376133,0.0001120136,0.00005651059,0.0001438653,0.000001252758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000820906,"about_ca_system_score_gemma":0.0001912609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005275952,"about_ca_topic_score_gemma":0.00001580944,"domain_scores_codex":[0.9986482,0.0001503645,0.0004426445,0.0002100044,0.0002933973,0.0002554321],"domain_scores_gemma":[0.998005,0.0007782336,0.0004025943,0.0003761984,0.000309299,0.0001286995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5256158,0.0002943073,0.4720306,0.0001404694,0.0004767218,0.00003102871,0.0002736598,1.447717e-8,0.0002761084,0.0001239791,0.0000686113,0.0006687939],"study_design_scores_gemma":[0.5000564,0.0008203869,0.4924667,0.0004824815,0.0003520365,0.00003079062,0.0001423283,0.0001271158,0.005181049,0.0001713663,0.00005064066,0.0001186641],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904617,0.0002232058,0.000039931,0.001159674,0.00004746209,0.001274682,0.00001596701,0.00001166732,0.006765688],"genre_scores_gemma":[0.9984302,0.0006217338,0.0002709395,0.00004787103,0.0001109791,0.0001004354,0.000007355281,0.0000148614,0.0003956581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02555938,"threshold_uncertainty_score":0.5070421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1293562102870904,"score_gpt":0.4001507658910123,"score_spread":0.2707945556039218,"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."}}