{"id":"W4210308475","doi":"10.1016/s2468-1253(21)00311-3","title":"Methods and indicators to validate country reductions in incidence of hepatitis C virus infection to elimination levels set by WHO","year":2022,"lang":"en","type":"article","venue":"˜The œLancet. Gastroenterology & hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Center for AIDS Research, University of California, San Diego; National Institute of Allergy and Infectious Diseases; Medical Research Council; Fonds de Recherche du Québec - Santé; Qatar Foundation; Qatar National Research Fund; National Institutes of Health; Canadian Institutes of Health Research; National Institute for Health and Care Research; National Institute on Drug Abuse; Gilead Sciences; World Health Organization","keywords":"Incidence (geometry); Hepatitis C virus; Hepatitis C; Public health; Psychological intervention; Global health; Hepacivirus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03434305,0.001488973,0.0007878901,0.005556535,0.0004840213,0.002233339,0.001241625,0.0006813844,0.003318216],"category_scores_gemma":[0.04205454,0.0004847377,0.001479376,0.005705956,0.0009343451,0.001473237,0.002070443,0.001815758,0.001128761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003506555,"about_ca_system_score_gemma":0.00814354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02546843,"about_ca_topic_score_gemma":0.02089092,"domain_scores_codex":[0.9737862,0.01683177,0.002248058,0.001424759,0.00447255,0.001236655],"domain_scores_gemma":[0.9767215,0.006707277,0.006324949,0.003095428,0.006507112,0.0006436928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001989367,0.0007560931,0.6883858,0.001798486,0.001905735,0.00009505068,0.0008964308,0.01590651,0.001271935,0.02979017,0.06759035,0.1896141],"study_design_scores_gemma":[0.00164578,0.003146878,0.8148988,0.002110235,0.00175063,0.0003024316,0.0029308,0.02669274,0.01153918,0.02320642,0.1115004,0.0002755873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3666925,0.01036326,0.2709414,0.0110547,0.003656564,0.01268959,0.1598254,0.002848746,0.1619279],"genre_scores_gemma":[0.7610212,0.001684474,0.1722246,0.001777353,0.0001778195,0.009780916,0.0470915,0.0001965403,0.006045614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03434305,"threshold_uncertainty_score":0.1816255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03869818673235283,"score_gpt":0.3859434690706636,"score_spread":0.3472452823383108,"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."}}