{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001989897,0.0002326031,0.001013732,0.0002451447,0.0001900739,0.000009809324,0.0001240551,0.000118125,0.001404787],"category_scores_gemma":[0.002971964,0.0001873638,0.0001539483,0.0002800394,0.000204817,0.00008928119,0.0001978278,0.0005531082,0.00006774628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003792934,"about_ca_system_score_gemma":0.0002365865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006083937,"about_ca_topic_score_gemma":0.00006269478,"domain_scores_codex":[0.9964758,0.0006480612,0.0008059266,0.0005571427,0.001224415,0.0002886142],"domain_scores_gemma":[0.9942221,0.004839181,0.0002701904,0.000365514,0.00008586396,0.0002171184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007590341,0.0002896571,0.8852059,0.0000487839,0.0002755654,0.000105927,0.0001681538,0.000001646501,0.00363546,0.00000309462,0.001637018,0.1078697],"study_design_scores_gemma":[0.006004069,0.01491663,0.9663299,0.0003472337,0.0003153796,0.000007742729,0.00001301793,0.0001671435,0.006144756,0.00004624789,0.005564138,0.0001437911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992599,0.0004033852,0.00002678667,0.001380073,0.0002393852,0.001436972,0.0002981774,0.00005039502,0.003565836],"genre_scores_gemma":[0.9945544,0.001411609,0.0003669595,0.0002638756,0.0003542558,0.0001879935,0.0008979507,0.00003515944,0.001927768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107726,"threshold_uncertainty_score":0.9995081,"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."}}