{"id":"W2069595283","doi":"10.1097/sla.0b013e3182300950","title":"The Anatomic Pattern of Biliary Atresia Identified at Time of Kasai Hepatoportoenterostomy and Early Postoperative Clearance of Jaundice Are Significant Predictors of Transplant-Free Survival","year":2011,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Biliary atresia; Porta hepatis; Jaundice; Liver transplantation; Surgery; Bile duct; Gastroenterology; Clinical endpoint; Proportional hazards model; Internal medicine; Transplantation; Randomized controlled trial","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":[0.0005098266,0.0001961333,0.000927344,0.0001753021,0.00003801745,0.000002312014,0.0001698572,0.00008745302,0.00005233266],"category_scores_gemma":[0.00009913551,0.0001409395,0.0003667109,0.0002016147,0.0004548838,0.0001138956,0.00006515493,0.00007511869,0.000001529395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009219469,"about_ca_system_score_gemma":0.000125675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00205773,"about_ca_topic_score_gemma":0.00005604331,"domain_scores_codex":[0.997871,0.0001533437,0.001015618,0.0002551824,0.0004672422,0.0002375872],"domain_scores_gemma":[0.9976144,0.0004929482,0.0008485889,0.0005544045,0.0003411941,0.0001484075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002203963,0.0006025209,0.9910297,0.0005613408,0.0005945697,0.00005996007,0.0008429091,3.157914e-7,0.002956895,0.000003539252,0.0006354175,0.0005088],"study_design_scores_gemma":[0.0007542773,0.0003035256,0.954998,0.0004439108,0.0002882308,0.000005313058,0.0001744488,0.00001314024,0.04289595,0.000026822,0.000008970081,0.00008743229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957258,0.002233524,0.000002544748,0.0001071843,0.00009756866,0.000339622,0.001407547,0.000008985447,0.00007723002],"genre_scores_gemma":[0.9962682,0.003552396,0.000005551905,0.00002584425,0.0000172008,0.000007626314,0.00003649795,0.00002082706,0.00006583754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03993906,"threshold_uncertainty_score":0.5747344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08029842815001302,"score_gpt":0.2717617786014643,"score_spread":0.1914633504514513,"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."}}