{"id":"W3216845575","doi":"10.1002/lt.26379","title":"North American Biliary Stricture Management Strategies in Children After Liver Transplantation: A Multicenter Analysis From the Society of Pediatric Liver Transplantation (SPLIT) Registry","year":2021,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Agency for Healthcare Research and Quality; Hospital for Sick Children; University of Alberta; Ochsner Health; Saint Louis University; Children's Healthcare of Atlanta; Seattle Children's Research Institute; Children's Hospital of Philadelphia; Georgetown University; Children's Hospital of Pittsburgh; Children's Hospital Colorado; Children's Mercy Hospital; Yale University; Cincinnati Children's Hospital Medical Center; Alexion Pharmaceuticals","keywords":"Medicine; Liver transplantation; Anastomosis; Interquartile range; Endoscopic retrograde cholangiopancreatography; Biliary atresia; Transplantation; Surgery; Percutaneous transhepatic cholangiography; Biliary Tract Surgical Procedures; Cholangiography; Internal medicine; Gastroenterology; Radiology; Biliary tract; Pancreatitis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001593796,0.0004308904,0.0005903742,0.0002999731,0.0001148567,0.00007294679,0.0002262497,0.0001736853,0.0002895349],"category_scores_gemma":[0.000002451802,0.0003561697,0.000647716,0.001861432,0.0001606606,0.0004256889,0.00001040707,0.0004309453,0.00001207682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008294224,"about_ca_system_score_gemma":0.0001217232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208471,"about_ca_topic_score_gemma":0.005474944,"domain_scores_codex":[0.9971842,0.0002247264,0.0008139409,0.0007170599,0.0006787228,0.0003813257],"domain_scores_gemma":[0.9986882,0.0002509858,0.0003022492,0.000473992,0.0001660624,0.0001185323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001627463,0.0003877757,0.9739333,0.004597481,0.001405231,0.002462076,0.01367566,0.0004940854,0.00008224734,0.00007298108,0.00006948419,0.001192208],"study_design_scores_gemma":[0.002878755,0.00009227746,0.9770132,0.0001483287,0.01501753,0.000190554,0.001080554,0.0006106246,0.002577472,0.00001529089,0.00001551207,0.0003599602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645808,0.001411618,0.03073213,0.0002411969,0.00005868995,0.000903548,0.001799479,0.0001110372,0.0001614453],"genre_scores_gemma":[0.7668406,0.2190364,0.008502306,0.0005270424,0.000123442,0.0000697971,0.004809537,0.00003367633,0.00005726333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2176248,"threshold_uncertainty_score":0.999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00665278445416685,"score_gpt":0.235191537904665,"score_spread":0.2285387534504982,"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."}}