{"id":"W4213029344","doi":"10.3390/jcm11040999","title":"Biliary Atresia in 2021: Epidemiology, Screening and Public Policy","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Biliary atresia; Liver transplantation; Epidemiology; Referral; Liver disease; Intensive care medicine; Public health; Disease; Pediatrics; Population; Family medicine; Transplantation; Surgery; Internal medicine; Pathology; Environmental health","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":[0.001515085,0.0001456676,0.0001947986,0.001267587,0.0005724846,0.001875469,0.0003977574,0.001516822,0.003275561],"category_scores_gemma":[0.00483178,0.0001466557,0.0002436683,0.001830146,0.0006487496,0.00170418,0.001211267,0.001404476,0.0004053291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002689411,"about_ca_system_score_gemma":0.005204749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02054749,"about_ca_topic_score_gemma":0.01648792,"domain_scores_codex":[0.998942,0.0003881523,0.000108864,0.00009814907,0.0001786268,0.0002842612],"domain_scores_gemma":[0.9970742,0.000712433,0.001031405,0.00004404937,0.000318477,0.0008194487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002051319,0.0004739121,0.6599893,0.001919808,0.0001040671,0.001927352,0.002264779,0.0007940786,0.0007290078,0.05051552,0.09201039,0.1890666],"study_design_scores_gemma":[0.00003302055,0.0002383268,0.8233561,0.004913465,0.00008027242,0.003681338,0.01067703,0.001245539,0.0003545069,0.006717479,0.14863,0.0000729044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3802737,0.1905974,0.001320464,0.3770401,0.002122281,0.000134514,0.007648409,0.0001245595,0.04073861],"genre_scores_gemma":[0.8504737,0.11382,0.001346222,0.02662228,0.001597846,0.000177115,0.003200107,0.00002794203,0.002734994],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02054749,"threshold_uncertainty_score":0.04085577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1512382375848819,"score_gpt":0.4723615473329651,"score_spread":0.3211233097480832,"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."}}