{"id":"W4404303099","doi":"10.1093/cid/ciae485","title":"Clinical- and Cost-Effectiveness of Liver Disease Staging in Hepatitis C Virus Infection: A Microsimulation Study","year":2024,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Hepatitis C virus research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University of Toronto; University Health Network","funders":"National Institute on Minority Health and Health Disparities; National Institute of Dental and Craniofacial Research; National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences; National Institute on Drug Abuse; National Institute on Aging; National Cancer Institute; National Institutes of Health; Center for AIDS Research, University of Washington; National Institute of Mental Health; Boston University; National Heart, Lung, and Blood Institute; Gilead Sciences; Charles A. King Trust; Patrick and Catherine Weldon Donaghue Medical Research Foundation","keywords":"Medicine; Medicaid; Cirrhosis; Liver disease; Transient elastography; Internal medicine; Quality-adjusted life year; Cost effectiveness; Microsimulation; Hepatitis C; Health care; Liver fibrosis","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":[0.004167081,0.001173663,0.0009496721,0.0007855719,0.0002480271,0.0009691534,0.001138112,0.001105569,0.004515999],"category_scores_gemma":[0.01362969,0.0004030346,0.002360194,0.0005762928,0.0007424339,0.0009177685,0.001155323,0.0009753039,0.0002123036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003201184,"about_ca_system_score_gemma":0.001812918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008988953,"about_ca_topic_score_gemma":0.004288392,"domain_scores_codex":[0.9985733,0.000916403,0.00005049242,0.0001570819,0.00006981436,0.0002329606],"domain_scores_gemma":[0.9912633,0.006726375,0.0009365246,0.0002861795,0.0003550396,0.0004325579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007490728,0.00229045,0.02911444,0.0003437221,0.001244113,0.0001684105,0.00008767154,0.9398021,0.0008576817,0.003188667,0.0007689552,0.01464314],"study_design_scores_gemma":[0.002808112,0.01873859,0.03287952,0.0002556044,0.001883708,0.0002701943,0.0003795025,0.9326355,0.001918677,0.006685773,0.001442903,0.0001018995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946352,0.0004810853,0.002208731,0.0003800584,0.0000338152,0.0002561517,0.0006450542,0.00001371236,0.001346274],"genre_scores_gemma":[0.9976658,0.0001517793,0.001199194,0.00008829139,0.000008651768,0.0001933512,0.000275591,0.000003640504,0.0004137264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008988953,"threshold_uncertainty_score":0.02322632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063252511614235,"score_gpt":0.4809481671068389,"score_spread":0.3746229159454155,"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."}}