{"id":"W2791048996","doi":"10.1503/cjs.1861021","title":"Reduction of pancreatic anastomotic leakage after pancreaticoduodenectomy","year":2018,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pancreaticoduodenectomy; Medicine; Pancreatic fistula; Invagination; Anastomosis; Surgery; General surgery; Complication; Internal medicine; Pancreas; Resection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005059871,0.0002969401,0.0006791254,0.0007801678,0.0007097151,0.001034783,0.0005328773,0.001985485,0.001897211],"category_scores_gemma":[0.008059361,0.0001088627,0.0004735601,0.0005356598,0.0005236389,0.0007905587,0.000348517,0.002608294,0.0007821721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006202334,"about_ca_system_score_gemma":0.0003371169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003071685,"about_ca_topic_score_gemma":0.0005945312,"domain_scores_codex":[0.9994947,0.0001385514,0.00007213012,0.0000474818,0.0001502684,0.00009700061],"domain_scores_gemma":[0.9971301,0.001530603,0.000444471,0.0001599005,0.0003180064,0.0004170058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001891121,0.000544188,0.0713331,0.0007727217,0.0001592487,0.5134026,0.0007780851,0.0005465487,0.005076883,0.00210181,0.09973926,0.3036545],"study_design_scores_gemma":[0.0002579598,0.002095632,0.05097893,0.0005577483,0.0002020681,0.8477765,0.0006228955,0.001376134,0.004217193,0.004507625,0.08733298,0.00007438097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5301585,0.06096026,0.007549859,0.3158848,0.02881157,0.0001427462,0.0002562878,0.0007383049,0.05549774],"genre_scores_gemma":[0.9133031,0.01215513,0.002316135,0.03165706,0.03400901,0.00003465277,0.0001255595,0.00007494578,0.006324305],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001985485,"threshold_uncertainty_score":0.006346822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04986837698280061,"score_gpt":0.2884903096372336,"score_spread":0.238621932654433,"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."}}