{"id":"W4411355247","doi":"10.1111/den.15060","title":"World Endoscopy Organization guidelines on endoscopic retrograde cholangiopancreatography biliary cannulation and sphincterotomy techniques","year":2025,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Guideline; Pancreatitis; Balloon dilation; Endoscopy; Therapeutic endoscopy; General surgery; Radiology; Surgery; Balloon; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000135676,0.0003797631,0.0004707282,0.0009639725,0.0001898867,0.00007683034,0.0001248041,0.0001403356,0.00009546833],"category_scores_gemma":[0.0004737979,0.0003298708,0.00009830629,0.001756569,0.0001690874,0.0001841995,0.0000632364,0.0003133839,0.00001276083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000924,"about_ca_system_score_gemma":0.0001503242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002724096,"about_ca_topic_score_gemma":0.00004734295,"domain_scores_codex":[0.9981558,0.00007206501,0.0004668647,0.0006203402,0.0003094149,0.0003755682],"domain_scores_gemma":[0.9987705,0.0001188199,0.0001237821,0.0004159503,0.0004225606,0.0001484127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002051164,0.0001891473,0.9683923,0.0001251762,0.0001395392,0.00002088383,0.0001428363,0.000001712606,0.01921165,0.001445025,0.004691804,0.005434818],"study_design_scores_gemma":[0.002534789,0.0005658882,0.770082,0.001136483,0.0003100813,0.00001286408,0.0002207976,0.00004498706,0.2045605,0.0006538272,0.01954441,0.0003333916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776204,0.001574654,0.001040431,0.004038477,0.0004048823,0.002218303,0.00003565676,0.0007205053,0.01234665],"genre_scores_gemma":[0.9850911,0.0006714187,0.009866404,0.002598752,0.0001990031,0.0001805314,0.0002964188,0.00005786097,0.001038527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1983103,"threshold_uncertainty_score":0.9999154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468244124357535,"score_gpt":0.3047070584404382,"score_spread":0.2900246171968628,"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."}}