{"id":"W2335128144","doi":"10.1111/liv.13139","title":"Cost‐effectiveness of quantitative hepatitis B virus surface antigen testing in pregnancy in predicting vertical transmission risk","year":2016,"lang":"en","type":"article","venue":"Liver International","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Alberta Children's Hospital; University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta; University of Calgary","funders":"Gilead Sciences; GlaxoSmithKline; Canadian Institutes of Health Research; Bristol-Myers Squibb","keywords":"Medicine; Hepatitis B virus; HBeAg; Internal medicine; Viral load; Receiver operating characteristic; Prospective cohort study; Hepatitis B; Transmission (telecommunications); Gastroenterology; Immunology; Virology; Virus; HBsAg","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004091032,0.0001268582,0.000291599,0.000151404,0.00002915096,0.000005393994,0.000102264,0.00006893215,0.00009095512],"category_scores_gemma":[0.001799869,0.00009758715,0.00005115558,0.0002090856,0.000103743,0.0001887656,0.00005741763,0.0001579044,0.00001833943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002466353,"about_ca_system_score_gemma":0.00007531008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0128771,"about_ca_topic_score_gemma":0.003031855,"domain_scores_codex":[0.9985467,0.00023183,0.0003968352,0.0002721089,0.0003514676,0.0002010523],"domain_scores_gemma":[0.9979227,0.001631034,0.00008085373,0.00009710606,0.0002155893,0.00005274388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003347494,0.0002162988,0.9408716,0.00008175043,0.00006591352,0.0001007119,0.0009423266,0.00006352059,0.04097719,0.0002570948,0.000005616605,0.01608325],"study_design_scores_gemma":[0.002039179,0.0002271851,0.9532299,0.007064777,0.00001650617,0.000006867769,0.00002190544,0.006307227,0.03073704,0.0002137008,0.00003813995,0.00009759339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901002,0.0005024039,0.007355553,0.00008152591,0.0001503004,0.0004821285,0.00008819577,0.00002697436,0.001212707],"genre_scores_gemma":[0.9942871,0.001728045,0.003869282,0.00001049955,0.00002121474,0.00002994238,0.000007026547,0.00001591989,0.00003096779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01598565,"threshold_uncertainty_score":0.9936962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06799725771486471,"score_gpt":0.3399197103602179,"score_spread":0.2719224526453532,"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."}}