{"id":"W2938072961","doi":"10.1016/j.surg.2019.02.016","title":"Reinforced stapler versus ultrasonic dissector for pancreatic transection and stump closure for distal pancreatectomy: A propensity matched analysis","year":2019,"lang":"en","type":"article","venue":"Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreatic fistula; Surgery; Distal pancreatectomy; Propensity score matching; Pancreatectomy; Fistula; Pancreas; Internal medicine; Resection","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":[0.001500233,0.0006767758,0.00149081,0.0005098367,0.0004558924,0.001291076,0.000956571,0.001059541,0.003791776],"category_scores_gemma":[0.003262029,0.0006710328,0.00359792,0.0007779344,0.0006188726,0.001087286,0.0007196427,0.001500328,0.0004855849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004833125,"about_ca_system_score_gemma":0.0006146931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000640668,"about_ca_topic_score_gemma":0.001132282,"domain_scores_codex":[0.9979576,0.0004601011,0.0002753331,0.0007508405,0.0002204643,0.0003357334],"domain_scores_gemma":[0.9978272,0.000808344,0.0006785968,0.0003200507,0.00009973266,0.000266103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2685735,0.002208724,0.6625475,0.0005957223,0.01781114,0.001362951,0.0004739605,0.002790023,0.009843165,0.0009662526,0.001964281,0.03086285],"study_design_scores_gemma":[0.01955858,0.0481896,0.8678455,0.0001915272,0.02084378,0.002863062,0.002140014,0.02747894,0.003118019,0.003101441,0.004378378,0.0002912227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973817,0.0006631893,0.001182728,0.00004244927,0.0001237837,0.00005529179,0.0002122085,0.000007780029,0.0003308973],"genre_scores_gemma":[0.9986527,0.0001678806,0.0003631256,0.0000847749,0.00009248982,0.00005347507,0.0002498902,0.000009457409,0.0003261982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003791776,"threshold_uncertainty_score":0.01268476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04834616230445301,"score_gpt":0.3196545600306366,"score_spread":0.2713083977261836,"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."}}