{"id":"W4402547772","doi":"10.1053/j.gastro.2024.09.013","title":"EUS-Guided Rendezvous Versus Needle-Knife Sphincterotomy After Difficult Biliary Cannulation in ERCP for Benign Disease","year":2024,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"South Health Campus; University of Calgary","funders":"","keywords":"Rendezvous; Medicine; Biliary disease; Radiology; Endoscopic retrograde cholangiopancreatography; General surgery; Surgery; Pancreatitis; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001379522,0.0002372977,0.0003221625,0.0002877348,0.00003075258,0.00002913186,0.0000947177,0.0001088607,0.0001989563],"category_scores_gemma":[0.0001071581,0.0002039792,0.0001734075,0.0001805302,0.00008891519,0.0001092457,0.00005214558,0.0002187005,0.00003307229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126215,"about_ca_system_score_gemma":0.00009832809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000920963,"about_ca_topic_score_gemma":0.0007370879,"domain_scores_codex":[0.9983187,0.00006388116,0.0003864903,0.0005133959,0.0001709499,0.0005465375],"domain_scores_gemma":[0.9993078,0.00006019575,0.00003661936,0.0002929101,0.00007887469,0.0002236183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03924828,0.0008819851,0.9207292,0.001039682,0.0004250533,0.00124804,0.001398948,0.0003879413,0.001812778,0.0001266771,0.02730049,0.005400931],"study_design_scores_gemma":[0.007716744,0.001448732,0.9830416,0.0001370203,0.0002915161,0.00007405139,0.0001754784,0.002988318,0.00002682259,0.0002656069,0.003673705,0.0001603456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906023,0.0003270278,0.0005876962,0.00598389,0.0009856417,0.001175355,0.00008809528,0.0001310131,0.0001189422],"genre_scores_gemma":[0.9970008,0.00002491606,0.000295697,0.001130952,0.0002872633,0.0005716377,0.0003558781,0.000042636,0.0002901961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06231247,"threshold_uncertainty_score":0.8318031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054310603765912,"score_gpt":0.2918754944838108,"score_spread":0.2713323884461517,"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."}}