{"id":"W2163120314","doi":"10.1111/j.1478-3231.2011.02559.x","title":"Cost effectiveness of screening immigrants for hepatitis B","year":2011,"lang":"en","type":"article","venue":"Liver International","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Toronto Public Health","funders":"Gilead Sciences","keywords":"Medicine; Life expectancy; Hepatitis B; Quality-adjusted life year; Hepatitis B virus; Immigration; Cohort; Cost effectiveness; Demography; Pediatrics; Environmental health; Immunology; Internal medicine; Population; Virus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001640062,0.00007176916,0.000167053,0.00007958076,0.00002859751,0.00000296404,0.00008054935,0.00003266025,0.0002802895],"category_scores_gemma":[0.0001745173,0.00006712587,0.00008579858,0.00004115638,0.00005632816,0.00006946985,0.00004145887,0.00004550738,0.00002021983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003887161,"about_ca_system_score_gemma":0.00001866905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004923035,"about_ca_topic_score_gemma":0.0005278349,"domain_scores_codex":[0.9994174,0.00002327335,0.0001514894,0.0001283762,0.0001786581,0.0001007979],"domain_scores_gemma":[0.9993787,0.000160375,0.00005994177,0.00008210295,0.0002847941,0.00003405165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005894153,0.0001243881,0.9830579,0.000114011,0.0003401654,0.00001832541,0.0006638389,8.406151e-7,0.001488709,0.002353254,0.000471593,0.0107776],"study_design_scores_gemma":[0.001201928,0.0001693901,0.9710634,0.0002564044,0.00004623176,0.00001192342,0.00001756481,0.0004658128,0.02492205,0.0001778616,0.00160523,0.00006222524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381904,0.0001528505,0.04661861,0.00005800223,0.0005944553,0.0008194259,0.0002422098,0.00004053357,0.01328353],"genre_scores_gemma":[0.989572,0.00007605822,0.009769102,0.00008150809,0.00008331952,0.00009765442,0.00004264178,0.00001175087,0.0002659071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05138167,"threshold_uncertainty_score":0.7442189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09474916504171625,"score_gpt":0.3290437686637766,"score_spread":0.2342946036220603,"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."}}