{"id":"W1844086906","doi":"10.1186/s12879-015-1208-1","title":"Hepatitis C in the era of direct-acting antivirals: real-world costs of untreated chronic hepatitis C; a cross-sectional study","year":2015,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Hepatitis C virus research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; Indirect costs; Hepatitis C; Hepatocellular carcinoma; Cirrhosis; Liver disease; Liver transplantation; Internal medicine; Hepatitis; Ambulatory; Health care; Emergency medicine; Transplantation; Pediatrics","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":[0.0008372082,0.0002370549,0.0005966648,0.0004161241,0.0001107699,0.00006015331,0.0001858995,0.00007792103,0.0001953159],"category_scores_gemma":[0.001952394,0.0001902504,0.0001761264,0.001330919,0.0002739362,0.0002232831,0.00009693066,0.0003435175,0.00003197123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008697935,"about_ca_system_score_gemma":0.001190066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.154914,"about_ca_topic_score_gemma":0.2106771,"domain_scores_codex":[0.9966304,0.0007770099,0.000764939,0.0003941838,0.00102878,0.0004047251],"domain_scores_gemma":[0.9976094,0.0007858241,0.0002787285,0.0005359044,0.0005922812,0.000197865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002980471,0.001910748,0.9926807,0.0001799937,0.0001288402,0.0001075393,0.000513583,0.0001698076,0.00006641548,0.00004837221,0.0002585989,0.003637365],"study_design_scores_gemma":[0.003855652,0.00166669,0.9928187,0.0002109292,0.00008528576,0.000008651939,0.0001012686,0.0006378909,0.000264136,0.00003827851,0.0001546595,0.0001579229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775224,0.000363737,0.00001968223,0.00001857391,0.0001570771,0.001553361,0.0002197075,0.00009806873,0.02004744],"genre_scores_gemma":[0.9988686,0.0004038329,0.00001731991,0.00003631339,0.0001909388,0.000230305,0.00007976736,0.00004063299,0.0001323237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05576311,"threshold_uncertainty_score":0.8507136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05521836745396447,"score_gpt":0.3797683085196543,"score_spread":0.3245499410656899,"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."}}