{"id":"W3008314069","doi":"10.1093/jcag/gwz047.269","title":"A270 AMPULLARY MORPHOLOGY PREDICTS SUCCESS AND POST-PROCEDURE COMPLICATIONS IN PRIMARY NEEDLE-KNIFE FISTULOTOMY FOR BILIARY CANNULATION IN ERCP: RESULTS OF A PROSPECTIVE CASE SERIES","year":2020,"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":"Queen's University","funders":"","keywords":"Fistulotomy; Ampulla; Medicine; Surgery","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":[0.0004486516,0.00009210121,0.0004009831,0.0002768852,0.00004235529,0.000005430002,0.0001009064,0.0001233704,0.0000031275],"category_scores_gemma":[0.001061396,0.00007834189,0.00007876164,0.0002064414,0.00008826804,0.0001068167,0.00002304399,0.0002572074,8.24698e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005295162,"about_ca_system_score_gemma":0.0006341253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007142585,"about_ca_topic_score_gemma":0.3744773,"domain_scores_codex":[0.9987231,0.0001464607,0.0006534072,0.0001295272,0.0001434055,0.000204087],"domain_scores_gemma":[0.9983878,0.00009381751,0.0007502785,0.00008989892,0.0005358333,0.0001424265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002091815,0.00007801854,0.9931151,0.000116051,0.00008253761,0.00005621268,0.001701777,0.0002445939,0.0009734299,0.00001243193,0.001500148,0.00002791639],"study_design_scores_gemma":[0.005046867,0.001388117,0.9913186,0.00006445218,0.00007531708,0.001020952,0.000701757,0.0001701567,0.00004618369,0.00008968748,0.00004376355,0.00003410718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322199,0.00002934628,0.000008946953,0.06668636,0.00007583437,0.0006163524,0.0003003061,0.000002182369,0.0000607638],"genre_scores_gemma":[0.9973435,0.00001446671,0.0002266756,0.002285724,0.00004578773,0.0000129318,0.00003956482,0.000008836736,0.0000224443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3673347,"threshold_uncertainty_score":0.9994689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009490011397867605,"score_gpt":0.2307964274534712,"score_spread":0.2213064160556036,"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."}}