{"id":"W4242609773","doi":"10.1093/cid/cir199","title":"The Cost-effectiveness of Screening for Chronic Hepatitis B Infection in the United States","year":2011,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. National Library of Medicine; Genentech; Astellas Pharma; National Center for Advancing Translational Sciences; Savient Pharmaceuticals; National Center for Research Resources; Valeant Pharmaceuticals International; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Gilead Sciences","keywords":"Medicine; Hepatitis B virus; Cost effectiveness; Lamivudine; Hepatitis B; Internal medicine; Immunology; Virology; Virus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001447819,0.0001585904,0.0004186536,0.0001097918,0.0002658508,0.00001883757,0.0001074925,0.00008792843,0.00001922808],"category_scores_gemma":[0.004062518,0.00009372456,0.0002776843,0.0004540247,0.0005162977,0.00007164034,0.00005587149,0.000237415,0.000007617271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009987575,"about_ca_system_score_gemma":0.000122434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0107421,"about_ca_topic_score_gemma":0.01273992,"domain_scores_codex":[0.9979289,0.0007751973,0.0005958573,0.0002392317,0.0001754397,0.0002853958],"domain_scores_gemma":[0.992546,0.006530803,0.0001953801,0.0003379251,0.0003015494,0.00008839232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003011911,0.0006061984,0.9853273,0.0002136464,0.0001873099,0.000006907692,0.0001440665,0.00004587022,0.000003471968,0.0005726669,0.0003892394,0.01220213],"study_design_scores_gemma":[0.001976264,0.001886942,0.9890594,0.0002821643,0.0002614775,0.00000338361,0.0000283979,0.0008125886,0.00007624066,0.001782364,0.003727843,0.0001028889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932975,0.0006555272,0.002947505,0.0001001219,0.0003343596,0.002183098,0.00006138282,0.0000803634,0.0003401467],"genre_scores_gemma":[0.9932509,0.005242919,0.0000159901,0.0003049131,0.0001742472,0.0008928142,0.00008393263,0.00002287239,0.00001140423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01209924,"threshold_uncertainty_score":0.9958454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12933117119976,"score_gpt":0.4096408658252557,"score_spread":0.2803096946254958,"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."}}