{"id":"W4220960064","doi":"10.14218/jcth.2021.00460","title":"Neonatal Dubin-Johnson Syndrome and its Differentiation from Biliary Atresia","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical and Translational Hepatology","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; BC Cancer Agency","funders":"Genome Alberta; Fudan University; National Natural Science Foundation of China; Canadian Institutes of Health Research; Genome Canada; Genome British Columbia; Université Laval","keywords":"Biliary atresia; Medicine; Cohort; Gastroenterology; Internal medicine; Bilirubin; Alkaline phosphatase; Liver biopsy; Cholangiography; Biomarker; Receiver operating characteristic; Jaundice; Biopsy; Liver transplantation; Enzyme","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":[],"consensus_categories":[],"category_scores_codex":[0.0002602701,0.0001107307,0.0005282905,0.000108075,0.0001122348,0.000006117216,0.00004943533,0.00008800871,0.0004681776],"category_scores_gemma":[0.0000699384,0.00008719311,0.0002092376,0.00008437753,0.00006596383,0.0001051921,0.00003042864,0.0003541964,0.000002962301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009501262,"about_ca_system_score_gemma":0.0002109119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002344072,"about_ca_topic_score_gemma":0.000007617237,"domain_scores_codex":[0.998336,0.0001986652,0.0008272724,0.0001960051,0.0003199533,0.0001220703],"domain_scores_gemma":[0.9987233,0.0006209628,0.0002630334,0.00006468051,0.00007050196,0.000257466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001280675,0.0004342399,0.9828271,0.00002264413,0.0002796595,0.0008773948,0.00003366167,0.000003873579,0.000006092406,0.0002464618,0.00009874344,0.01388945],"study_design_scores_gemma":[0.00484865,0.0008546429,0.9829004,0.00001220107,0.0005517185,0.00185238,0.0000142617,0.002223925,0.000002947652,0.00387872,0.002784574,0.00007562315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875005,0.008452243,0.00006711479,0.003306083,0.0003262338,0.0001229155,0.0001782456,0.000007204455,0.00003941379],"genre_scores_gemma":[0.9973572,0.001741655,0.0002573353,0.0003124927,0.000187804,0.000004425755,0.00009399119,0.00000878708,0.00003632337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01381383,"threshold_uncertainty_score":0.5126216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03402222638165497,"score_gpt":0.3304788360818127,"score_spread":0.2964566097001577,"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."}}