{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007673781,0.0001512224,0.0004255333,0.000399368,0.00009417537,0.00002057611,0.0002389971,0.0001231212,0.0001250709],"category_scores_gemma":[0.001021627,0.0000934858,0.0001824101,0.0005919596,0.00004908973,0.00007020131,0.00001821835,0.0006944977,0.000002277705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158129,"about_ca_system_score_gemma":0.0007708833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009639314,"about_ca_topic_score_gemma":0.1512506,"domain_scores_codex":[0.997709,0.0007024565,0.0005183539,0.0001405532,0.0004986796,0.0004309748],"domain_scores_gemma":[0.9980661,0.0002381165,0.0006373608,0.0002024078,0.0006625719,0.0001933889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002933335,0.0002289244,0.9935472,0.00001156944,0.0002471511,0.00002124985,0.0002965447,0.0000909623,0.00004162319,0.000009875569,0.004990345,0.0002212088],"study_design_scores_gemma":[0.002921492,0.001017594,0.9948901,0.0001648416,0.0001493731,0.00005515888,0.0003008522,0.0000325385,0.00002347994,0.00001576569,0.0003822128,0.00004658187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738892,0.00002382408,0.00001334777,0.02513975,0.0003176378,0.0002213665,0.00002322351,0.000004767608,0.000366908],"genre_scores_gemma":[0.997427,0.00001862714,0.00007723388,0.002174537,0.00007725115,0.000003137891,0.000007065319,0.00001730563,0.0001978495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1502866,"threshold_uncertainty_score":0.8642369,"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."}}