{"id":"W1976950570","doi":"10.1067/mge.2000.108970","title":"Sphincterotomy-associated biliary strictures: Features and endoscopic management","year":2000,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wellesley Institute; University of Toronto","funders":"","keywords":"Medicine; Stent; Complication; Surgery; Stenosis; Biliary stent; Bile duct; Cholangiography; Asymptomatic; Common bile duct; Endoscopy; Biliary tract; Radiology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001394312,0.0003180837,0.0003543876,0.0001509505,0.0001224124,0.00005288559,0.0001275817,0.00005420738,0.001522691],"category_scores_gemma":[0.000106088,0.0002643674,0.0001024312,0.0002696214,0.0001466396,0.00008681671,0.0000498929,0.0003220148,0.00008007877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006084397,"about_ca_system_score_gemma":0.00004623894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001034671,"about_ca_topic_score_gemma":0.00001779082,"domain_scores_codex":[0.9982786,0.00006507037,0.0002886108,0.0004776796,0.000346716,0.0005433821],"domain_scores_gemma":[0.9992204,0.00009105542,0.00006054813,0.0003140966,0.00005212144,0.0002618206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003943461,0.002502519,0.8082378,0.00115653,0.0007099548,0.00333865,0.0009577835,0.0000559379,0.04515852,0.0004928351,0.04762426,0.08582176],"study_design_scores_gemma":[0.006853696,0.001774265,0.9805249,0.0009573945,0.0003457615,0.005061733,0.0005810589,0.000067598,0.0006838575,0.0006198847,0.002185552,0.000344328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588075,0.0004730633,0.000147898,0.0009407935,0.00008155287,0.001088453,0.00002360707,0.0003103732,0.03812681],"genre_scores_gemma":[0.9709497,0.0002401866,0.02233867,0.001025044,0.0001023894,0.00007009288,0.00009262626,0.00004495673,0.005136345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1722871,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00807208717023299,"score_gpt":0.24399095031601,"score_spread":0.235918863145777,"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."}}