{"id":"W1964082100","doi":"10.1002/hep.21150","title":"Neonatal screening for biliary atresia†","year":2006,"lang":"en","type":"article","venue":"Hepatology","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biliary atresia; Medicine; Gastroenterology; Internal medicine; Liver transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004776012,0.0001350173,0.0002796523,0.00009156256,0.00007792279,0.00000539135,0.00004968101,0.000108468,0.0001485794],"category_scores_gemma":[0.00003805844,0.0001155075,0.0001812004,0.0001090262,0.00005247671,0.00004454068,0.00002549322,0.00006259187,0.00006812607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000365104,"about_ca_system_score_gemma":0.0001090628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004325564,"about_ca_topic_score_gemma":0.00006638702,"domain_scores_codex":[0.9990495,0.00002115128,0.0002155242,0.0002831413,0.0000998562,0.0003308373],"domain_scores_gemma":[0.999451,0.0001104581,0.00004791837,0.0002195484,0.00004974258,0.0001213551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00027142,0.0001754534,0.9680592,0.00005136898,0.00005144537,0.0003473788,0.000005296302,0.000001543164,0.00002608832,0.0006836521,0.01393952,0.01638765],"study_design_scores_gemma":[0.01248339,0.001057153,0.5654443,0.0000410575,0.001185702,0.00118605,0.00005026586,0.0118457,0.0007736984,0.004585895,0.4008047,0.0005420987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883859,0.002113599,0.00540828,0.001141482,0.0001680546,0.0005626996,0.0001100884,0.0001392183,0.001970724],"genre_scores_gemma":[0.9905093,0.00004259106,0.007053496,0.0004869035,0.0003674584,0.00009551687,0.0003829566,0.00002375695,0.001038015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4026149,"threshold_uncertainty_score":0.4710261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174295190567929,"score_gpt":0.2805607174876908,"score_spread":0.2631311984308979,"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."}}