{"id":"W3135627676","doi":"10.1093/jcag/gwab002.134","title":"A136 LIVING ON THE EDGE: EUS-DIRECTED TRANSGASTRIC ERCP (EDGE) IN PATIENTS WITH ROUX-EN-Y GASTRIC BYPASS ANATOMY","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Gastric bypass; Roux-en-Y anastomosis; Endoscopic retrograde cholangiopancreatography; Surgery; Stomach; General surgery; Endoscopy; Fistula; Enteroscopy; Gastroenterology; Internal medicine; Pancreatitis; Weight loss","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002906833,0.0003606629,0.0004030414,0.0007767984,0.0007613237,0.0009138336,0.0003407638,0.0005815277,0.001268635],"category_scores_gemma":[0.001266614,0.0002212693,0.0002531506,0.0009635477,0.0005846814,0.0003850056,0.0005118252,0.0006888211,0.0002279374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134781,"about_ca_system_score_gemma":0.00135958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03090971,"about_ca_topic_score_gemma":0.06945218,"domain_scores_codex":[0.9996563,0.00004249045,0.00003501785,0.00006077462,0.00006871978,0.0001366492],"domain_scores_gemma":[0.9992633,0.0001274788,0.0001941989,0.00003205915,0.0001057413,0.0002771808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0002672955,0.00007452211,0.9733701,0.00002141528,0.00001979466,0.02021922,0.0002073962,0.00006817898,0.001191816,0.00001793619,0.0002356732,0.004306684],"study_design_scores_gemma":[0.00003083124,0.0005552307,0.9515458,0.00003376652,0.00005315153,0.04474,0.001538869,0.0004017999,0.0005518645,0.00003706678,0.0004910215,0.00002069501],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987514,0.0001546571,0.00004976852,0.0000549685,0.000006217491,0.0000136463,0.00004685049,0.000004449233,0.0009179402],"genre_scores_gemma":[0.9994861,0.00009206879,0.0001270007,0.0000682411,0.00001397097,0.000003762098,0.00008079037,0.000002566803,0.0001254671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03090971,"threshold_uncertainty_score":0.0614596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00507553226695568,"score_gpt":0.2054298840054726,"score_spread":0.2003543517385169,"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."}}