{"id":"W1993970628","doi":"10.1177/0969141314542115","title":"Home-based screening for biliary atresia using infant stool colour cards: A large-scale prospective cohort study and cost-effectiveness analysis","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Screening","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Vancouver Coastal Health; Child and Family Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; Child and Family Research Institute","keywords":"Medicine; Biliary atresia; Prospective cohort study; Cohort; Jaundice; Population; Pediatrics; Liver transplantation; Transplantation; Surgery; Internal medicine; Environmental health","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":[0.00275839,0.0007435636,0.0008884112,0.001153423,0.0006199722,0.001115271,0.0009647691,0.001055115,0.002115466],"category_scores_gemma":[0.006210857,0.0006691138,0.002903417,0.001931263,0.0004672396,0.0005775146,0.0007349849,0.001090641,0.0001909242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00612708,"about_ca_system_score_gemma":0.003117039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1670109,"about_ca_topic_score_gemma":0.1612351,"domain_scores_codex":[0.9976801,0.001178382,0.0001460113,0.0003333923,0.0003049449,0.0003571181],"domain_scores_gemma":[0.9953519,0.001519053,0.001440904,0.0003398797,0.0005247519,0.0008235383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009681643,0.001615617,0.9763047,0.0002798179,0.003738243,0.000225538,0.0001287007,0.001307659,0.0001188744,0.00009627351,0.0008188128,0.005684194],"study_design_scores_gemma":[0.003014013,0.004023378,0.9839706,0.0001522989,0.002596538,0.0002818065,0.0003623813,0.005003175,0.00006482106,0.00008553833,0.0003970752,0.00004851665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969427,0.0005463237,0.0001133927,0.00008925283,0.000007186445,0.000222471,0.001845016,0.000005483995,0.000228138],"genre_scores_gemma":[0.9975141,0.0004749544,0.0002867187,0.00008101267,0.00001286748,0.0001621455,0.001361346,0.000002822285,0.000104037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1670109,"threshold_uncertainty_score":0.3320776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295255133492894,"score_gpt":0.3386996328280172,"score_spread":0.3157470814930882,"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."}}