{"id":"W2088637525","doi":"10.3851/imp2484","title":"Who Needs Direct-Acting Antivirals for HCV? Challenges Faced in Advancing HCV Therapy for HIV–HCV-Coinfected Individuals","year":2012,"lang":"en","type":"article","venue":"Antiviral Therapy","topic":"Hepatitis C virus research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of Ottawa; AIDS Vancouver; University of British Columbia; Toronto General Hospital; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Telaprevir; Boceprevir; Hepatitis C; Internal medicine; Coinfection; Simeprevir; Cohort; Hepatitis C virus; Ribavirin; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002345746,0.0005331411,0.001151609,0.0007569852,0.0002485696,0.00007799407,0.0002792272,0.0003313235,0.00008242127],"category_scores_gemma":[0.0006185286,0.000458709,0.0003556021,0.0007107024,0.0001212284,0.0008764031,0.00006052938,0.0004472503,0.00004604546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508067,"about_ca_system_score_gemma":0.0001655309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000840892,"about_ca_topic_score_gemma":0.00005345409,"domain_scores_codex":[0.9960809,0.0003609671,0.0006972078,0.0005636201,0.0005638966,0.001733379],"domain_scores_gemma":[0.9974591,0.001262409,0.0002544526,0.0005565023,0.0002353548,0.0002321605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001019036,0.0005517396,0.263824,0.0001383736,0.0002495604,0.000004912038,0.005533527,0.000001520729,0.03926149,0.0002270509,0.001292757,0.6878961],"study_design_scores_gemma":[0.01790822,0.002504503,0.09701784,0.0005677683,0.00003652149,0.00000281206,0.001506568,0.0004745683,0.1574285,0.0002509141,0.7212745,0.001027259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621468,0.01103493,0.0007981482,0.002883468,0.0003530267,0.005070886,0.0001410756,0.0002734233,0.01729831],"genre_scores_gemma":[0.9735039,0.02138186,0.00161308,0.0008125578,0.000763604,0.0007882495,0.0001057883,0.0001937603,0.0008371994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7199817,"threshold_uncertainty_score":0.9997864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09838915629328554,"score_gpt":0.3840883664835276,"score_spread":0.2856992101902421,"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."}}