{"id":"W3099576925","doi":"10.1007/s00268-020-05871-x","title":"Re‐evaluating ‘Surgical Dogma’ in the Postoperative Management of Pheochromocytoma/Paragangliomas: Reflecting on the Data Cannot Help but to Bring About Change","year":2020,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Vascular surgery; Abdominal surgery; Cardiothoracic surgery; Pheochromocytoma; Cardiac surgery; Medicine; Paraganglioma; General surgery; Surgery; Pathology","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004269483,0.0004354676,0.001249057,0.0008153526,0.0001582464,0.00007175788,0.0009147228,0.0001346909,0.0001979959],"category_scores_gemma":[0.0004817786,0.0002437141,0.0003688968,0.001662858,0.0001080132,0.0001583417,0.0003356265,0.002979603,0.00002923804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977616,"about_ca_system_score_gemma":0.000244674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172094,"about_ca_topic_score_gemma":0.00006737856,"domain_scores_codex":[0.9949074,0.0008566598,0.001507344,0.0004821667,0.001692852,0.0005535114],"domain_scores_gemma":[0.9947861,0.002793035,0.001189114,0.0008617017,0.0002401463,0.0001298407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001338662,0.000127755,0.00038912,0.0006279871,0.0005880003,0.3334387,0.003550001,0.00003530945,0.00004639968,0.0000497173,0.6497189,0.01008942],"study_design_scores_gemma":[0.006298281,0.002853436,0.01861446,0.09079612,0.003256307,0.07378661,0.01694022,0.0007503933,0.003293767,0.0003470987,0.7803243,0.002738978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1962343,0.002202182,0.00001020448,0.7957833,0.0008085844,0.0009176253,0.00006445032,0.00001718409,0.003962075],"genre_scores_gemma":[0.5512885,0.0001549257,0.0003254003,0.4374278,0.009259402,0.00003239802,0.0001388078,0.0001017742,0.001271015],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3583556,"threshold_uncertainty_score":0.9993206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3645147510217068,"score_gpt":0.4178198273243295,"score_spread":0.05330507630262277,"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."}}