{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007657178,0.0004105823,0.0005184732,0.0005629776,0.0002048484,0.0007181314,0.0006946291,0.001010707,0.002332984],"category_scores_gemma":[0.01886983,0.0003791823,0.001707251,0.0006943865,0.0003392369,0.0008524497,0.0007447032,0.0009490543,0.0001933639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004258375,"about_ca_system_score_gemma":0.0004594964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00233858,"about_ca_topic_score_gemma":0.001454183,"domain_scores_codex":[0.9972805,0.001603269,0.0002467692,0.000449915,0.0002244489,0.0001950291],"domain_scores_gemma":[0.9868304,0.006900745,0.005082977,0.0003935942,0.0002873019,0.0005050237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00532482,0.0002014954,0.9854105,0.0001822255,0.001066722,0.00004765869,0.00008692765,0.001975422,0.00006732332,0.000146344,0.0001916159,0.005298984],"study_design_scores_gemma":[0.000596814,0.00288001,0.976419,0.000186961,0.001140737,0.0004013753,0.0001917708,0.01657198,0.0002344506,0.0006841768,0.0006668156,0.0000258214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966255,0.001225481,0.000827232,0.000121839,0.00001839564,0.00006386467,0.0006905934,0.000008041151,0.0004188962],"genre_scores_gemma":[0.9986542,0.0002142173,0.0003404582,0.00004657283,0.00002021509,0.00006886754,0.0004134039,0.000001873523,0.0002401141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007657178,"threshold_uncertainty_score":0.04049557,"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."}}