{"id":"W2531749020","doi":"10.9778/cmajo.20160008","title":"Restrictions for reimbursement of direct-acting antiviral treatment for hepatitis C virus infection in Canada: a descriptive study","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Hepatitis C virus research","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Ministry of Health, Saskatchewan; Department of Health, Western Cape Government; Ontario Ministry of Health and Long-Term Care; ViiV Healthcare; Nova Scotia Department of Health and Wellness; Gilead Sciences; Bristol-Myers Squibb","keywords":"Dasabuvir; Ombitasvir; Simeprevir; Sofosbuvir; Paritaprevir; Medicine; Ledipasvir; Reimbursement; Hepatitis C; Virology; Hepatitis C virus; Ribavirin; Virus; Health care; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003215641,0.000115749,0.000367139,0.0001448255,0.000095098,0.00001787627,0.00008786811,0.00003174029,0.00003963623],"category_scores_gemma":[0.0005112837,0.00008333728,0.00005399029,0.0002111902,0.0000218377,0.0001577982,0.00006743768,0.0000443551,0.000002584392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003101951,"about_ca_system_score_gemma":0.001692673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936138,"about_ca_topic_score_gemma":0.9975306,"domain_scores_codex":[0.9988222,0.00009179188,0.0003377753,0.0002750075,0.0001939334,0.0002793132],"domain_scores_gemma":[0.9991099,0.0002939857,0.0001014783,0.0002353479,0.0001810541,0.00007824463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004108919,0.0004250294,0.8268623,0.00001993376,0.0001211418,0.00001223757,0.0004837969,0.000001916825,0.001556513,0.00001457587,0.0009954734,0.1690962],"study_design_scores_gemma":[0.009937595,0.005957284,0.9247596,0.0003018141,0.0001167944,8.336774e-7,0.0006588372,0.0002133406,0.02341516,0.00003249433,0.03442801,0.0001782569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861673,0.00001928312,0.0007191011,0.0003186251,0.0001606457,0.007154537,0.000254892,0.00001119067,0.005194479],"genre_scores_gemma":[0.9956352,0.0002755137,0.0004115425,0.00002221456,0.00005021377,0.00259459,0.0000143156,0.00002241505,0.0009740409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.168918,"threshold_uncertainty_score":0.8111493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1229294470957146,"score_gpt":0.3877495768682754,"score_spread":0.2648201297725608,"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."}}