{"id":"W4220663042","doi":"10.1002/hep.32451","title":"Risk of variceal hemorrhage and pretransplant mortality in children with biliary atresia","year":2022,"lang":"en","type":"article","venue":"Hepatology","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"Medicine; Biliary atresia; Internal medicine; Gastroenterology; Incidence (geometry); Cohort; Cumulative incidence; Prospective cohort study; Portal hypertension; Cholestasis; Surgery; Liver transplantation; Transplantation; Cirrhosis","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":[0.0008846464,0.0002302594,0.0002523159,0.0006791176,0.0003077903,0.0005929837,0.0003978401,0.0004766799,0.001325048],"category_scores_gemma":[0.003477563,0.000248496,0.0004640007,0.0008462718,0.0003375603,0.0005508983,0.0005205048,0.0009140822,0.0001393728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004279634,"about_ca_system_score_gemma":0.0004585893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003683957,"about_ca_topic_score_gemma":0.003447119,"domain_scores_codex":[0.9995345,0.0001444971,0.00004805703,0.0001026279,0.00007571348,0.00009471238],"domain_scores_gemma":[0.997169,0.0004045385,0.001666981,0.0001273898,0.0001353758,0.0004968229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002892969,0.0000059368,0.9996212,0.000002219447,0.00001036542,0.00002617813,0.000009910944,0.00001119225,0.00001446844,0.000004953905,0.0000269683,0.0002377241],"study_design_scores_gemma":[0.000006517329,0.00006526725,0.9992363,0.000006466525,0.00001457018,0.0003932646,0.0000702091,0.0000997626,0.00002523917,0.00001456222,0.00006631194,0.000001510496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990953,0.0004320877,0.00003933257,0.0001027455,0.000005102735,0.000002419073,0.0001835817,0.000003724599,0.0001357158],"genre_scores_gemma":[0.9994642,0.0001762725,0.00005837449,0.00001839203,0.00001418709,0.000004684762,0.000228621,0.000001296204,0.00003399772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003683957,"threshold_uncertainty_score":0.007324994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006666937426397219,"score_gpt":0.2324281377081593,"score_spread":0.2257612002817621,"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."}}