{"id":"W2909795031","doi":"10.1016/s2468-1253(18)30270-x","title":"Accelerating the elimination of viral hepatitis: a Lancet Gastroenterology & Hepatology Commission","year":2019,"lang":"en","type":"review","venue":"˜The œLancet. Gastroenterology & hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":540,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"Imperial College London; Medical Research Council; National Institute for Health and Care Research; World Health Organization","keywords":"Medicine; Viral hepatitis; Hepatology; Commission; Hepatitis C; Public health; Global health; Disease Eradication; Hepatitis B; Environmental health; Immunology; Business; Disease; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001906474,0.001549914,0.01032591,0.0006535769,0.0005514157,0.00004728046,0.00209927,0.001399574,0.0003034624],"category_scores_gemma":[0.0005303308,0.0009958921,0.001368727,0.0004459335,0.002176193,0.0001415463,0.001428026,0.003549127,0.0003999135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005072234,"about_ca_system_score_gemma":0.000546152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082498,"about_ca_topic_score_gemma":0.01789901,"domain_scores_codex":[0.987161,0.004703288,0.003148306,0.001631478,0.0006469435,0.002709032],"domain_scores_gemma":[0.9919184,0.001413648,0.002851298,0.003042604,0.0005228902,0.0002511867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002187344,0.0005053862,0.8708911,0.00917918,0.002851184,0.0002489334,0.0004853497,0.000004059055,0.00003927325,0.0006410077,0.05664196,0.05632522],"study_design_scores_gemma":[0.004327446,0.003545356,0.02083639,0.002814556,0.004314277,0.006505374,0.00004208913,0.0003737548,0.000004642128,0.0001298782,0.9566067,0.0004995056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07302186,0.8948613,0.001642582,0.01673272,0.004680072,0.006056225,0.0007640216,0.0004386613,0.001802525],"genre_scores_gemma":[0.1089282,0.8781965,0.0009869206,0.007616751,0.001807882,0.001061888,0.0007668374,0.0002304553,0.0004045522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8999647,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09863817514651889,"score_gpt":0.3577774505121741,"score_spread":0.2591392753656552,"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."}}