{"id":"W4407736448","doi":"10.1097/qad.0000000000004161","title":"Time to direct-acting antiviral initiation and liver-related events in people with HIV and hepatitis C virus","year":2025,"lang":"en","type":"article","venue":"AIDS","topic":"Hepatitis C virus research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Alberta Hip and Knee Clinic; University of Calgary; McGill University Health Centre","funders":"National Institute on Drug Abuse; Genentech; Center for AIDS Research, University of Washington; ViiV Healthcare; Gilead Sciences; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Pfizer","keywords":"Medicine; Interquartile range; Internal medicine; Hepatitis C; Coinfection; Hepatocellular carcinoma; Hepatitis C virus; Transmission (telecommunications); Human immunodeficiency virus (HIV); Immunology; Virology; Virus","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":[],"consensus_categories":[],"category_scores_codex":[0.0002231237,0.00008675676,0.0002068871,0.0002656361,0.00005038183,0.00001334915,0.00002944222,0.00005833141,0.0001176044],"category_scores_gemma":[0.0002778338,0.00007976637,0.00001095339,0.0005141763,0.00003173745,0.0001308221,0.00006790303,0.0001482287,0.00009526621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007231525,"about_ca_system_score_gemma":0.00007042049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002016122,"about_ca_topic_score_gemma":0.001388647,"domain_scores_codex":[0.9992098,0.00008622173,0.0001476903,0.0002092824,0.0001641849,0.0001828321],"domain_scores_gemma":[0.9996246,0.0001260463,0.0000225877,0.0001058988,0.00004894954,0.00007188148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008936864,0.00003556264,0.9281765,0.00004675873,0.00002954214,0.00004068677,0.0006818607,0.000001147135,0.001511779,0.00001273047,0.0002156215,0.06915842],"study_design_scores_gemma":[0.001400947,0.0004217529,0.9910882,0.0003971217,0.00002621344,0.000003385398,0.00003581749,0.002431305,0.001844165,0.00001547541,0.002233358,0.0001023064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688801,0.0001093662,0.00004509067,0.0004410765,0.00001601565,0.0003504556,0.000009974093,0.00003173848,0.03011617],"genre_scores_gemma":[0.996493,0.0002266065,0.0003042685,0.0002470574,0.00001081417,0.00002227568,0.00001840047,0.00001215051,0.002665468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06905611,"threshold_uncertainty_score":0.3252778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088189310039009,"score_gpt":0.2829405835639864,"score_spread":0.2720586904635963,"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."}}