{"id":"W3133652986","doi":"10.1371/journal.pone.0247843","title":"The impact of public coverage of newer hepatitis C medications on utilization, adherence, and costs in British Columbia","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hepatitis C virus research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; St. Paul's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Eli Lilly Canada; Amgen Canada; Lundbeck Canada; British Columbia Centre for Disease Control; H. Lundbeck A/S; Provincial Health Services Authority; Merck Canada; AstraZeneca Canada; F. Hoffmann-La Roche; Amgen; Pfizer; BC Cancer Agency; AstraZeneca; Eli Lilly and Company; Pfizer Canada; Novartis Pharmaceuticals Canada; Michael Smith Health Research BC; GlaxoSmithKline","keywords":"Sofosbuvir; Ledipasvir; Medicine; Public health; Medical prescription; Hepatitis C; Environmental health; Hepatitis C virus; Virology; Pharmacology; Virus","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":[0.0009720372,0.0002527649,0.0004520654,0.001585068,0.001535304,0.001845368,0.001342815,0.0004602056,0.004045352],"category_scores_gemma":[0.005503488,0.0003408023,0.0005204458,0.003759553,0.0005795095,0.0003805602,0.0009538406,0.00107226,0.0002400043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05032184,"about_ca_system_score_gemma":0.04059584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968381,"about_ca_topic_score_gemma":0.9971944,"domain_scores_codex":[0.9982693,0.0002266537,0.0001122491,0.0001563931,0.0004982005,0.0007373003],"domain_scores_gemma":[0.9926037,0.001111545,0.001338076,0.0002359925,0.003015115,0.00169567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001256725,0.00008181176,0.9846076,0.00006252544,0.0001233848,0.0001419807,0.000377811,0.001033033,0.00009984307,0.0002536278,0.003474983,0.009617665],"study_design_scores_gemma":[0.00001486566,0.00001981038,0.9955214,0.00006588734,0.00004575353,0.0000451866,0.0008805214,0.001892067,0.00006314035,0.00004937488,0.001388947,0.00001297091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873006,0.001266866,0.0001151285,0.001394441,0.00001921464,0.0000306596,0.006220332,0.00001695519,0.00363601],"genre_scores_gemma":[0.9954838,0.0006287852,0.0001391398,0.0001927706,0.000006532174,0.00001760753,0.002098506,0.000006590115,0.001426356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05032184,"threshold_uncertainty_score":0.3651122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09854473486818936,"score_gpt":0.335667449337237,"score_spread":0.2371227144690476,"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."}}