{"id":"W2789276670","doi":"10.1097/mpg.0000000000001950","title":"Province‐wide Biliary Atresia Home Screening Program in British Columbia","year":2018,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; BC Children's Hospital; Vancouver Coastal Health Research Institute; Positive Living Society of British Columbia; University of British Columbia","funders":"","keywords":"Medicine; Biliary atresia; Referral; Pediatrics; Predictive value; Liver disease; Liver transplantation; Surgery; Family medicine; Internal medicine; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000319682,0.0002392401,0.0001773898,0.0006801015,0.001700007,0.0005664126,0.0009106767,0.0002448628,0.002107886],"category_scores_gemma":[0.001195693,0.000275718,0.000105593,0.001356755,0.0004882956,0.0001661864,0.0007535018,0.0004065838,0.0002917659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01247251,"about_ca_system_score_gemma":0.01958349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9510221,"about_ca_topic_score_gemma":0.9760108,"domain_scores_codex":[0.9995241,0.00007217084,0.00002415708,0.00005802382,0.0001247701,0.0001967358],"domain_scores_gemma":[0.9981328,0.0001448247,0.0001975276,0.00005608561,0.0006273781,0.000841466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001697989,0.0004962438,0.9322011,0.0001542672,0.00003036057,0.001183483,0.002018475,0.0004126957,0.00213501,0.0001086922,0.004972957,0.05611673],"study_design_scores_gemma":[0.00003762221,0.0002258078,0.9925113,0.00008197197,0.00001730175,0.0003866438,0.003572333,0.0004765803,0.0003417387,0.00001765153,0.002319019,0.00001203788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962453,0.0002111931,0.00006582826,0.0002627053,0.000005032349,0.0001045663,0.0004730095,0.00003307452,0.002599339],"genre_scores_gemma":[0.9963568,0.0004062493,0.0004768159,0.0002089554,0.000003470499,0.00006574282,0.0004918372,0.000007774206,0.001982306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04897785,"threshold_uncertainty_score":0.09853256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009535378876239661,"score_gpt":0.2486340191708577,"score_spread":0.239098640294618,"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."}}