{"id":"W3022868120","doi":"10.1001/jamanetworkopen.2020.4192","title":"Assessment of Treatment Strategies to Achieve Hepatitis C Elimination in Canada Using a Validated Model","year":2020,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Hepatitis C virus research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Liver Centre; Institute for Clinical Evaluative Sciences; Centre Hospitalier de l’Université de Montréal; University of British Columbia; BC Centre for Disease Control","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Hepatitis C; Hepatitis C virus; Epidemiology; Antiviral treatment; Harm reduction; Environmental health; Chronic hepatitis; Internal medicine; Family medicine; Immunology; Virus; Human immunodeficiency virus (HIV)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00291423,0.00126145,0.001310682,0.001477624,0.001428791,0.001842894,0.002346135,0.001530703,0.004939581],"category_scores_gemma":[0.007550003,0.0006273991,0.00185111,0.001244376,0.001094282,0.0006301206,0.0009468515,0.001399597,0.0003236953],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03131698,"about_ca_system_score_gemma":0.02969243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9034635,"about_ca_topic_score_gemma":0.7942546,"domain_scores_codex":[0.9988592,0.0004366091,0.00003592214,0.0001545674,0.0001246876,0.0003890236],"domain_scores_gemma":[0.9954258,0.002519371,0.0004798436,0.000085729,0.001245157,0.0002441861],"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":[0.0001455669,0.00008032931,0.006919572,0.00005818317,0.00007343639,0.00006799027,0.00005816697,0.9840991,0.0000933181,0.004889948,0.0009741832,0.002540092],"study_design_scores_gemma":[0.0001013462,0.00005046727,0.00200875,0.00002080852,0.00006767684,0.00001502662,0.00008033528,0.9957705,0.00006496902,0.001036016,0.0007676733,0.00001650938],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8634197,0.001271998,0.0756938,0.004689994,0.0001469051,0.001634539,0.01101529,0.0003460656,0.04178168],"genre_scores_gemma":[0.9718936,0.0006384811,0.01753082,0.0002996081,0.00002741861,0.0005278993,0.001777095,0.00001940923,0.007285678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.968683,"threshold_uncertainty_score":0.2272217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1158207763984564,"score_gpt":0.3981710546671513,"score_spread":0.2823502782686949,"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."}}