{"id":"W4408078408","doi":"10.1016/j.sempedsurg.2025.151480","title":"Progenitor cells, ductular reactions, and biliary atresia","year":2024,"lang":"en","type":"review","venue":"Seminars in Pediatric Surgery","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Biliary atresia; Progenitor cell; Gastroenterology; Progenitor; Internal medicine; Pathology; Stem cell; Liver transplantation; Transplantation; Cell biology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004897157,0.000907324,0.001467566,0.002072984,0.0002220341,0.0009845546,0.0006888817,0.001029539,0.003266819],"category_scores_gemma":[0.0007633475,0.0002564528,0.0004562209,0.002139022,0.0005899607,0.0008072259,0.0007187661,0.001744436,0.001221194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003814937,"about_ca_system_score_gemma":0.001075586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114434,"about_ca_topic_score_gemma":0.002150388,"domain_scores_codex":[0.9998604,0.00002276713,0.00002337825,0.00002396252,0.00005386048,0.00001565714],"domain_scores_gemma":[0.9997157,0.0001543383,0.00005267503,0.000005524227,0.00004521455,0.0000265683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001180418,0.00007883414,0.0003911693,0.02222003,0.0001288803,0.0002884324,0.00004861873,0.000297882,0.00093148,0.002142844,0.02626608,0.9470878],"study_design_scores_gemma":[0.00008538048,0.0001979867,0.00294656,0.01154183,0.000477589,0.002985232,0.0001395054,0.0001371482,0.0005219302,0.002848184,0.9780823,0.00003645483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004662881,0.999576,0.00001966216,0.00008398461,0.00008250697,0.000001123595,0.000005334679,0.000001591623,0.0001832073],"genre_scores_gemma":[0.000358453,0.9991789,0.00004589343,0.00007311362,0.0001697258,0.000002157102,0.00001168972,2.854301e-7,0.0001597941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003266819,"threshold_uncertainty_score":0.01092857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03050299963767648,"score_gpt":0.3146430870463348,"score_spread":0.2841400874086583,"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."}}