{"id":"W3040476325","doi":"10.1371/journal.pone.0235445","title":"The impact of universal access to direct-acting antiviral therapy on the hepatitis C cascade of care among individuals attending primary and community health services","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hepatitis C virus research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NSW Ministry of Health; Department of Health, Government of Western Australia; Department of Health and Aged Care, Australian Government; National Health and Medical Research Council; State Government of Victoria; Department of Health, State Government of Victoria; McGill University; Gilead Sciences; University of New South Wales; Burnet Institute; Bristol-Myers Squibb","keywords":"Primary care; Medicine; Cascade; Antiviral therapy; Family medicine; Virology; Virus; Chronic hepatitis; Chemistry","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":[0.001958161,0.0001437507,0.0001784315,0.0005619619,0.0006200783,0.0009285737,0.0004599923,0.0003688012,0.002444701],"category_scores_gemma":[0.01617976,0.000193131,0.0004786713,0.000628267,0.0004580818,0.0008782951,0.001814979,0.0007646763,0.00008859872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0043262,"about_ca_system_score_gemma":0.004156023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1124631,"about_ca_topic_score_gemma":0.1414649,"domain_scores_codex":[0.9975356,0.0009224155,0.0001536306,0.0003063625,0.0003358678,0.0007461529],"domain_scores_gemma":[0.9900618,0.002584736,0.003697376,0.0002076645,0.000897708,0.002550808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002740795,0.00009938855,0.9928625,0.00003839415,0.00003160446,0.00008889755,0.0004781639,0.0001286852,0.0001177889,0.00009684246,0.0001453087,0.005638313],"study_design_scores_gemma":[0.000005174888,0.0001126123,0.9991449,0.00001755834,0.00001340818,0.00003520961,0.0003034872,0.0002247895,0.00002129222,0.0000238591,0.00009568618,0.000002052446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985594,0.000189844,0.00003000072,0.000283623,0.000003016739,0.00003018819,0.0002380884,0.000001530831,0.0006643508],"genre_scores_gemma":[0.9996537,0.0000621287,0.00008474318,0.00004285039,0.000003797502,0.00001239823,0.00008334609,4.631495e-7,0.00005651129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1124631,"threshold_uncertainty_score":0.2236169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094350350111882,"score_gpt":0.3617824285518296,"score_spread":0.2523473935406414,"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."}}