{"id":"W4313317764","doi":"10.1016/j.eclinm.2022.101810","title":"Treatment as prevention effect of direct-acting antivirals on primary hepatitis C virus incidence: findings from a multinational cohort between 2010 and 2019","year":2022,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Hepatitis C virus research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"National Health and Medical Research Council; Agence Nationale de la Recherche; Ministerie van Volksgezondheid, Welzijn en Sport; Australian Government; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Medical Research Council","keywords":"Medicine; Incidence (geometry); Poisson regression; Rate ratio; Hepatitis C; Cohort; Hepatitis C virus; Demography; Internal medicine; Immunology; Population; Virus; Confidence interval; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004143978,0.0003542835,0.0004400264,0.000719035,0.0005237515,0.001059584,0.0008280412,0.0005097723,0.001835886],"category_scores_gemma":[0.007938239,0.0003765661,0.001693352,0.001266807,0.0003118764,0.000723989,0.001441171,0.0009626453,0.0002976249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139063,"about_ca_system_score_gemma":0.001234363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06537568,"about_ca_topic_score_gemma":0.06771459,"domain_scores_codex":[0.9984218,0.0004857566,0.0001817407,0.0003842984,0.0002428735,0.0002835177],"domain_scores_gemma":[0.9943558,0.0007987491,0.002798673,0.0006846566,0.0007445203,0.0006176329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002196335,0.00002517699,0.9975545,0.00002330101,0.0002151614,0.00002419274,0.00008045565,0.00004842848,0.00003723257,0.00001638051,0.0004072714,0.00134826],"study_design_scores_gemma":[0.00001149774,0.00004332084,0.9992661,0.00002188893,0.0001177614,0.00004418685,0.0001168353,0.000114371,0.00002528256,0.000008456861,0.0002264429,0.000003878493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914719,0.001059474,0.0001386718,0.0003063311,0.00003753224,0.00002377116,0.006131082,0.000009809862,0.0008213235],"genre_scores_gemma":[0.9961242,0.0002921039,0.00009772187,0.0001381229,0.00002114904,0.00003584183,0.002974532,0.000007372914,0.0003090079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06537568,"threshold_uncertainty_score":0.1299903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763714527006776,"score_gpt":0.3946426532117204,"score_spread":0.3570055079416526,"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."}}