{"id":"W3091497565","doi":"10.1002/hep4.1602","title":"Modeling Outcomes in Children With Biliary Atresia With Native Liver After 2 Years of Age","year":2020,"lang":"en","type":"article","venue":"Hepatology Communications","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Ascites; Biliary atresia; Hazard ratio; Internal medicine; Gastroenterology; Cumulative incidence; Liver disease; Incidence (geometry); Liver transplantation; Proportional hazards model; Confidence interval; Prospective cohort study; Surgery; Cohort; Transplantation","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":[0.00003232047,0.0001154978,0.0003419773,0.00009543107,0.00003230705,0.000002989388,0.0001995252,0.0000594491,0.00002552569],"category_scores_gemma":[0.00003313519,0.00008774686,0.0000562688,0.0002765959,0.0001820387,0.00006224355,0.0001213693,0.0001853968,0.00001154662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003509552,"about_ca_system_score_gemma":0.0001653797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006820775,"about_ca_topic_score_gemma":0.0007048523,"domain_scores_codex":[0.9992505,0.00009390039,0.0002137645,0.0001853229,0.0001126509,0.0001438298],"domain_scores_gemma":[0.9989845,0.00008315241,0.00005491163,0.0007084999,0.00005518296,0.00011372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000215949,0.0004384409,0.9978514,0.00001380562,0.0002419497,0.0001123616,0.0005213224,0.00004901743,0.00000107803,0.0000756069,0.0000102712,0.0004687429],"study_design_scores_gemma":[0.001863587,0.0002719422,0.9872211,0.00003037294,0.0003315747,0.00003487497,0.0000867825,0.009996145,0.000003279155,0.00002446022,0.00003826432,0.00009763765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964017,0.001259543,0.0001202816,0.00141327,0.000002886955,0.0004422264,0.00005153419,0.000032666,0.0002759211],"genre_scores_gemma":[0.9937389,0.0007147861,0.00478572,0.0005199414,0.000006100251,0.0001003136,0.0001051609,0.00001704978,0.0000120608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01063037,"threshold_uncertainty_score":0.3578213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267289564664564,"score_gpt":0.2767666444012497,"score_spread":0.2500376879347933,"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."}}