{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001033665,0.0003625629,0.0005342072,0.001823798,0.0006215767,0.0009416663,0.0004153336,0.000701548,0.002738778],"category_scores_gemma":[0.005206236,0.0004907706,0.0006041042,0.001247057,0.0007292739,0.001026637,0.0007687316,0.0004308051,0.0006749147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003439185,"about_ca_system_score_gemma":0.000428274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008989102,"about_ca_topic_score_gemma":0.0009745497,"domain_scores_codex":[0.9991659,0.0001914722,0.0001492528,0.0001694007,0.0001768809,0.0001470726],"domain_scores_gemma":[0.9959777,0.001425903,0.001468463,0.00030775,0.0002902112,0.0005300633],"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":[0.0000798508,0.0000637126,0.9955779,0.00001734123,0.00001585608,0.003071769,0.00008719365,0.00001737509,0.0001626462,0.00000796417,0.00002963736,0.0008686942],"study_design_scores_gemma":[0.00001474939,0.0004637756,0.967996,0.00002410989,0.00004733796,0.03015824,0.0007021775,0.0001950451,0.0001662702,0.00002223931,0.0001941791,0.0000158442],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994168,0.000237091,0.00006823962,0.000009450396,0.000002950819,0.00001439585,0.00004205027,0.000001802157,0.0002072066],"genre_scores_gemma":[0.9995877,0.0001307229,0.0001094151,0.00001052752,0.00001574345,0.0000112132,0.00008468984,0.000001867153,0.00004819701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002738778,"threshold_uncertainty_score":0.009162128,"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."}}