{"id":"W4220663042","doi":"10.1002/hep.32451","title":"Risk of variceal hemorrhage and pretransplant mortality in children with biliary atresia","year":2022,"lang":"en","type":"article","venue":"Hepatology","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"Medicine; Biliary atresia; Internal medicine; Gastroenterology; Incidence (geometry); Cohort; Cumulative incidence; Prospective cohort study; Portal hypertension; Cholestasis; Surgery; Liver transplantation; Transplantation; Cirrhosis","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":[0.0001182129,0.0001160517,0.0003379745,0.0001097291,0.00005531469,0.000001363345,0.00005060714,0.00004487648,0.0001685306],"category_scores_gemma":[0.000008175463,0.00009212526,0.00004699898,0.0002130198,0.00007573744,0.00002631407,0.00004805932,0.000188047,0.000001407915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004711412,"about_ca_system_score_gemma":0.0001523313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003393877,"about_ca_topic_score_gemma":0.0002381406,"domain_scores_codex":[0.9989961,0.0001459571,0.0002142253,0.0002832877,0.0001624294,0.0001980355],"domain_scores_gemma":[0.9995116,0.00004892116,0.00008420975,0.0002383262,0.00001287013,0.0001040977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003827066,0.0005888393,0.9974891,0.00005850979,0.0002561274,0.0006642391,0.00006347326,0.000007123164,0.00000585204,0.00003240205,0.0000188371,0.0004327921],"study_design_scores_gemma":[0.002399379,0.0005922236,0.9938605,0.000003854059,0.0008645579,0.000912694,0.00002717814,0.001153182,0.00001974594,0.0000754336,0.00001190793,0.00007930266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979246,0.0008966899,0.0000125665,0.00004798486,0.00002354407,0.0004000507,0.0003847566,0.00002113324,0.000288707],"genre_scores_gemma":[0.9991804,0.0003203072,0.0002009059,0.00007931067,0.00001362728,0.00005341389,0.000124912,0.00001131652,0.00001576474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003628557,"threshold_uncertainty_score":0.513055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006666937426397219,"score_gpt":0.2324281377081593,"score_spread":0.2257612002817621,"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."}}