{"id":"W4296899807","doi":"10.1002/hep.32800","title":"Serum bile acids as a prognostic biomarker in biliary atresia following Kasai portoenterostomy","year":2022,"lang":"en","type":"article","venue":"Hepatology","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children; National Institute of Diabetes and Digestive and Kidney Diseases; Audentes Therapeutics; Medical Center, University of Pittsburgh; Children's Hospital Los Angeles; University of Pittsburgh; Children's Hospital of Pittsburgh; National Center for Advancing Translational Sciences; Children's Hospital Colorado; University of California, San Francisco; Children's Hospital of Philadelphia; National Institutes of Health; Cincinnati Children's Hospital Medical Center; Children's Healthcare of Atlanta; National Center for Research Resources; Seattle Children's Research Institute; Gilead Sciences","keywords":"Biliary atresia; Medicine; Gastroenterology; Internal medicine; Bilirubin; Bile acid; Ascites; Liver transplantation; Liver disease; Albumin; Biomarker; Cholestasis; Incidence (geometry); Cirrhosis; Transplantation; Biochemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001941588,0.0002446567,0.000509751,0.0003943094,0.0001562908,0.000008981787,0.0001409715,0.00009801179,0.00126218],"category_scores_gemma":[0.0001221746,0.0002289268,0.0003002761,0.0006561743,0.00005122747,0.0000791931,0.0002443118,0.0002640468,0.0001837825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002731026,"about_ca_system_score_gemma":0.0004707249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004662814,"about_ca_topic_score_gemma":0.00007290304,"domain_scores_codex":[0.997851,0.0002227001,0.0004366473,0.0005634447,0.0003305284,0.000595742],"domain_scores_gemma":[0.9990895,0.0001164645,0.00008891994,0.0004238374,0.00002252021,0.0002587971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003316406,0.001036422,0.9808533,0.00004911092,0.0001529501,0.01278293,0.00008305877,0.000001317492,0.0000702736,0.00002877284,0.002266743,0.002343502],"study_design_scores_gemma":[0.004578251,0.0007784361,0.9716598,0.00002597887,0.000373827,0.001195354,0.000168607,0.001124669,0.0000205316,0.000260929,0.01957609,0.0002375165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935706,0.001674493,0.000003233642,0.001243141,0.0005402488,0.0008715886,0.00007645525,0.0001238075,0.00189649],"genre_scores_gemma":[0.99691,0.00006799695,0.00008683623,0.001410836,0.00003375536,0.0005420432,0.0002348383,0.00004184995,0.0006718453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01730935,"threshold_uncertainty_score":0.9996508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473734128782076,"score_gpt":0.2847702852844071,"score_spread":0.2700329439965863,"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."}}