{"id":"W2982648473","doi":"10.1186/s12913-019-4635-7","title":"A systematic review and meta-analysis of community and primary-care-based hepatitis C testing and treatment services that employ direct acting antiviral drug treatments","year":2019,"lang":"en","type":"review","venue":"BMC Health Services Research","topic":"Hepatitis C virus research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; CINAHL; PsycINFO; MEDLINE; Hepatitis C; Pharmacy; Intensive care medicine; Family medicine; Emergency medicine; Internal medicine; Psychological intervention; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.007340488,0.0009460466,0.0152255,0.001882095,0.0007989753,0.0002227123,0.000535251,0.0002987052,0.00003349835],"category_scores_gemma":[0.0002255317,0.0006190639,0.001036331,0.002774585,0.0002403451,0.0002452271,0.0006954383,0.001175209,0.00001538128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203582,"about_ca_system_score_gemma":0.00199954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0508507,"about_ca_topic_score_gemma":0.01457866,"domain_scores_codex":[0.9811715,0.01269683,0.00207681,0.001012704,0.00189039,0.001151724],"domain_scores_gemma":[0.9847725,0.01031814,0.001395695,0.002014542,0.0007984728,0.0007006623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002118073,0.0001977994,0.01640653,0.8826277,0.03835322,0.00001394559,0.001532799,1.368881e-7,1.374576e-7,3.61693e-7,0.000001451836,0.06084472],"study_design_scores_gemma":[0.00125329,0.001729446,0.004388802,0.3987571,0.5871591,0.00001618002,0.001213497,0.0003390231,0.000002032624,0.000001211338,0.004574077,0.0005662721],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003334942,0.9807078,6.234683e-7,0.0000782093,0.00001164884,0.01406843,0.00105521,0.00005757877,0.0006855838],"genre_scores_gemma":[0.003547102,0.9921266,0.0007164777,0.0004561956,0.00001800767,0.001750387,0.001007598,0.0001308027,0.0002468676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5488059,"threshold_uncertainty_score":0.999626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3682931208359227,"score_gpt":0.505777490870404,"score_spread":0.1374843700344813,"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."}}