{"id":"W4416454601","doi":"10.1002/jpn3.70281","title":"Secondary prophylaxis of variceal hemorrhage in biliary atresia—Analysis of prospective multicenter studies","year":2025,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Biliary atresia; Prospective cohort study; Incidence (geometry); Informed consent; Pediatric gastroenterology; Esophageal varices; Declaration of Helsinki; Liver disease; Cholestasis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01996778,0.0006313625,0.001736595,0.003494962,0.0004531434,0.002198744,0.0008673155,0.000912562,0.003179147],"category_scores_gemma":[0.03063963,0.0004141941,0.003627277,0.005925303,0.0005011029,0.001506299,0.001267866,0.0007335285,0.0003109542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507504,"about_ca_system_score_gemma":0.000691616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005078081,"about_ca_topic_score_gemma":0.0005563261,"domain_scores_codex":[0.9797304,0.00904183,0.005032563,0.003106448,0.002502424,0.0005863211],"domain_scores_gemma":[0.9578525,0.01351965,0.01864351,0.004503837,0.003770418,0.001710082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002398711,0.00004875007,0.9764836,0.0009439032,0.01300049,0.00008390115,0.0000635405,0.00006374528,0.0001949057,0.0001208375,0.0005140257,0.006083659],"study_design_scores_gemma":[0.0002911495,0.0006658468,0.9887233,0.0003418649,0.006962065,0.0004747745,0.0001911042,0.0002359487,0.0001128745,0.0001118802,0.001870116,0.00001915543],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8614715,0.1276818,0.002100985,0.0007220475,0.0002426546,0.0004701108,0.005243243,0.00004619284,0.002021415],"genre_scores_gemma":[0.9894426,0.005831556,0.001031526,0.0002509886,0.0002258991,0.0003010884,0.002751547,0.00002711861,0.0001377302],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01996778,"threshold_uncertainty_score":0.105601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008379599886448388,"score_gpt":0.2849967708219059,"score_spread":0.2766171709354575,"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."}}