{"id":"W4220784677","doi":"10.1016/s2468-1253(21)00471-4","title":"Interventions to enhance testing, linkage to care, and treatment initiation for hepatitis C virus infection: a systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"The Lancet. Gastroenterology & hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Department of Health and Ageing, Australian Government; Medical Research Council; National Institute for Health and Care Research; Australian Government","keywords":"Hepatitis C virus; Psychological intervention; Linkage (software); Hepatitis C; Hepacivirus; Virus; Flaviviridae","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":[],"consensus_categories":[],"category_scores_codex":[0.000849731,0.0002774908,0.002600222,0.0004495624,0.0004097678,0.00002772531,0.0001787349,0.00006709938,0.0002353101],"category_scores_gemma":[0.0004710056,0.0002110363,0.0005376406,0.0006175198,0.000108829,0.0000462208,0.0002955782,0.0002815048,0.00001781083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002997307,"about_ca_system_score_gemma":0.00005837955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00242974,"about_ca_topic_score_gemma":0.04069411,"domain_scores_codex":[0.9966155,0.001193736,0.0007865551,0.0006240739,0.0002166797,0.0005634535],"domain_scores_gemma":[0.9981524,0.0004075251,0.0002641168,0.0006726171,0.0002810395,0.0002223106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0005275566,0.0003699436,0.904203,0.05422425,0.03565995,0.0001118644,0.00118583,0.00006337266,0.0001443673,0.00005272939,0.00268763,0.0007695096],"study_design_scores_gemma":[0.005133695,0.04283376,0.1049975,0.001778858,0.8330705,0.00176304,0.0002076886,0.001617487,0.0001754162,0.0001286161,0.007572779,0.0007206813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9193355,0.02526606,0.01911265,0.0225267,0.0002033195,0.01210174,0.001107019,0.0001573429,0.0001896329],"genre_scores_gemma":[0.9656857,0.002897337,0.001584511,0.01558365,0.00007046379,0.0138242,0.0001208252,0.00003125374,0.0002020267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7992055,"threshold_uncertainty_score":0.9768107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053464086833005,"score_gpt":0.3940923291875116,"score_spread":0.2887459205042111,"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."}}