{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341574,0.0004109408,0.0006005578,0.001123978,0.0004429661,0.0009711143,0.0004346763,0.0005601534,0.0008357256],"category_scores_gemma":[0.005797077,0.0002585851,0.0005078418,0.001278017,0.0003370539,0.0006302461,0.0006853355,0.0009344282,0.0002243584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005115411,"about_ca_system_score_gemma":0.0005921148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002352613,"about_ca_topic_score_gemma":0.002350922,"domain_scores_codex":[0.9993486,0.0001832255,0.0001171052,0.00009267722,0.0001283067,0.0001300475],"domain_scores_gemma":[0.9960625,0.0006842044,0.002114699,0.000113156,0.0003851616,0.000640205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002108126,0.000013885,0.9988798,0.000007134196,0.00001804532,0.00005706826,0.00001802269,0.00002288078,0.00006419888,0.000003577558,0.0000172233,0.0006873175],"study_design_scores_gemma":[0.00001486097,0.0003264914,0.9977446,0.00003169269,0.00008145402,0.000599849,0.000234628,0.0005220055,0.0002775064,0.00003634105,0.0001236197,0.000007039218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990364,0.0005733452,0.00008009747,0.00005175454,0.000007574424,0.000005851783,0.0000878928,0.000004028839,0.0001529427],"genre_scores_gemma":[0.9994696,0.0001862634,0.0001554085,0.00001298072,0.000006266827,0.000006458782,0.0001186576,0.00000129534,0.00004315312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002352613,"threshold_uncertainty_score":0.007094979,"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."}}