{"id":"W4360602942","doi":"10.1016/s2468-2667(23)00056-7","title":"Reasons for not commencing direct-acting antiviral treatment despite unrestricted access for individuals with HIV and hepatitis C virus: a multinational, prospective cohort study","year":2023,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"Hepatitis C virus research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Swiss HIV Cohort Research Foundation; Canadian HIV Trials Network, Canadian Institutes of Health Research; Gilead Sciences; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministerie van Volksgezondheid, Welzijn en Sport; Department of Health and Ageing, Australian Government","keywords":"Medicine; Cohort; Hepatitis C; Cohort study; Hepatitis C virus; Prospective cohort study; Internal medicine; Virology; Virus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003337732,0.0002193035,0.0007253811,0.0002843617,0.0007564033,0.000242466,0.0002091468,0.00005161346,0.00000803571],"category_scores_gemma":[0.001810255,0.0001422843,0.00004793207,0.0009602469,0.00009517056,0.0002994062,0.000118632,0.0002040148,0.000004764878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006653272,"about_ca_system_score_gemma":0.0009749581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004879361,"about_ca_topic_score_gemma":0.00506071,"domain_scores_codex":[0.9973291,0.0004015253,0.0003623162,0.000492884,0.0005453264,0.0008689098],"domain_scores_gemma":[0.9969555,0.001834876,0.000224309,0.0003969138,0.0003435038,0.0002448859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002153372,0.0003228332,0.9544533,0.0001246025,0.0003456884,0.000006580192,0.003288568,0.000002932677,0.000009943248,0.0001247514,0.004211306,0.03689414],"study_design_scores_gemma":[0.006401505,0.0022332,0.9562697,0.00009566665,0.00005120966,0.000002670854,0.0005367447,0.003493984,0.00006605005,0.00002456981,0.03067965,0.0001449915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390132,0.00003769549,0.0007644566,0.04616342,0.00004570617,0.01169647,0.001147612,0.0002863007,0.0008451642],"genre_scores_gemma":[0.9902832,0.0005905146,0.001527746,0.001381023,0.0002893399,0.00517067,0.0004083746,0.0000567291,0.0002923998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05127003,"threshold_uncertainty_score":0.7376167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1680191531417551,"score_gpt":0.4360372340086739,"score_spread":0.2680180808669188,"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."}}