{"id":"W4313649711","doi":"10.1111/liv.15518","title":"Impact of direct‐acting antiviral treatment on health utility in patients with chronic hepatitis C in hospital and community settings","year":2023,"lang":"en","type":"article","venue":"Liver International","topic":"Hepatitis C virus research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Centre Hospitalier de l’Université de Montréal; University of Guelph; Regent Park Community Health Centre; Regional Municipality of Waterloo; Toronto East General Hospital; University Health Network; University of Toronto; Toronto Liver Centre; University of Waterloo","funders":"Canadian Institutes of Health Research; Université de Montréal; Canadian Liver Foundation; Gilead Sciences","keywords":"Medicine; Chronic hepatitis; Cohort; Prospective cohort study; Quality of life (healthcare); Hepatitis C; Antiviral therapy; Antiviral treatment; Health Utilities Index; Internal medicine; Emergency medicine; Pediatrics; Health related quality of life; Disease","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":[0.0003014619,0.00009464305,0.0002104623,0.0002714465,0.00004231621,0.000009902445,0.00006508343,0.00003039998,0.00005534218],"category_scores_gemma":[0.000129913,0.00007528398,0.00003546349,0.0002119379,0.00006151824,0.00009680218,0.0000594311,0.0002720803,0.000009293698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083625,"about_ca_system_score_gemma":0.0001820991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05391095,"about_ca_topic_score_gemma":0.01031622,"domain_scores_codex":[0.9989493,0.0001797407,0.0001994606,0.000145654,0.0003276173,0.0001981904],"domain_scores_gemma":[0.9994771,0.0001946541,0.0000723991,0.0001318526,0.00006957137,0.00005434585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002029545,0.0008000836,0.9155373,0.00003215092,0.00005492168,0.00001866621,0.001845617,0.000005932378,0.000004036119,0.000003370456,0.00009590082,0.08139908],"study_design_scores_gemma":[0.002564199,0.004724092,0.9899492,0.000280459,0.00000226674,2.318575e-7,0.00004021341,0.002222475,0.0000491766,0.000005393863,0.0001101812,0.00005214588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968016,0.0000128351,8.282076e-7,0.000322064,0.00003599782,0.0003994526,0.0001667642,0.00001766416,0.002242861],"genre_scores_gemma":[0.9995016,0.0001614056,0.00002987897,0.00002318761,0.00001824781,0.00001568785,0.0001974924,0.00001018044,0.00004228579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08134693,"threshold_uncertainty_score":0.9523891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288472229892962,"score_gpt":0.3533228769965575,"score_spread":0.3244756540072612,"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."}}