{"id":"W2922247271","doi":"10.1177/0969141319832039","title":"Universal screening of newborns for biliary atresia: Cost-effectiveness of alternative strategies","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Screening","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; Vancouver Coastal Health; Child and Family Research Institute; Université de Montréal; University of British Columbia; University of Toronto","funders":"Canadian Institutes of Health Research; Ministry of Health, British Columbia","keywords":"Medicine; Biliary atresia; Cost effectiveness; Cost-effectiveness analysis; Cohort; Pediatrics; Population; Cost–benefit analysis; Liver transplantation; Jaundice; Transplantation; Surgery; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005847784,0.001543341,0.002199143,0.002041729,0.0004402417,0.002126821,0.001634911,0.001409772,0.00558254],"category_scores_gemma":[0.02567893,0.0006525692,0.003559533,0.001464104,0.0008046129,0.001664388,0.001548909,0.001518053,0.0001241864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01518512,"about_ca_system_score_gemma":0.01196029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1266305,"about_ca_topic_score_gemma":0.1042237,"domain_scores_codex":[0.9951174,0.003164321,0.0002139883,0.0003208267,0.0005950711,0.0005883907],"domain_scores_gemma":[0.9875448,0.01035944,0.0008968782,0.0001857093,0.0004690031,0.0005442459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01133775,0.0008138221,0.02860668,0.003204511,0.003283021,0.0003415988,0.0001338103,0.7833969,0.0004967371,0.0126565,0.001778831,0.1539498],"study_design_scores_gemma":[0.003963907,0.008694281,0.04254885,0.003009368,0.009968755,0.0008998635,0.0008024027,0.8988264,0.0009704249,0.02541479,0.004667901,0.0002330569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8683525,0.0572633,0.03272371,0.008267461,0.0002662238,0.002884865,0.005590017,0.0002595912,0.02439234],"genre_scores_gemma":[0.9872154,0.004718082,0.00653609,0.0002975965,0.00003118473,0.0002810633,0.0004273089,0.00001168333,0.0004815783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1266305,"threshold_uncertainty_score":0.2517868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03414964624751914,"score_gpt":0.3414930121734949,"score_spread":0.3073433659259758,"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."}}