{"id":"W4283514875","doi":"10.1016/j.jval.2022.04.1609","title":"RWD85 Uptake and Utilization Trends of Direct-Acting Antivirals (DAA) for Hepatitis-C in Manitoba, Canada between 1999 and 2019","year":2022,"lang":"en","type":"article","venue":"Value in Health","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; University of Manitoba","funders":"","keywords":"Sofosbuvir; Medicine; Medical prescription; Ledipasvir; Internal medicine; Population; Hepatitis C; Chronic hepatitis; Pediatrics; Demography; Virology; Ribavirin; Environmental health; Pharmacology; Virus","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008256363,0.0004224286,0.0005356238,0.003163239,0.001682253,0.001881076,0.002401197,0.0008515571,0.003666056],"category_scores_gemma":[0.003575468,0.0005893863,0.001327205,0.009238685,0.0007858535,0.0008010223,0.001141324,0.00137029,0.0004749063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05033419,"about_ca_system_score_gemma":0.06703629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979513,"about_ca_topic_score_gemma":0.9983448,"domain_scores_codex":[0.9984322,0.00009550793,0.000166893,0.0002014082,0.0005305802,0.0005733308],"domain_scores_gemma":[0.9949109,0.0002255861,0.001077543,0.00008858729,0.002737483,0.0009599188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001814257,0.00008361018,0.9831463,0.0002245611,0.0002128279,0.0001074218,0.0007084784,0.0005982115,0.0002577146,0.000390356,0.005950423,0.00813875],"study_design_scores_gemma":[0.00001453821,0.00002887234,0.9950693,0.0001221603,0.00007157582,0.00006192173,0.00136755,0.000531755,0.00009461823,0.00002600485,0.002594639,0.0000170322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9164761,0.004249835,0.0002984323,0.002775372,0.00007781339,0.0001454066,0.06670471,0.00009684892,0.009175472],"genre_scores_gemma":[0.9761731,0.003260966,0.0004891867,0.0009620589,0.00003056251,0.00007170319,0.01350909,0.00002671097,0.005476529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05033419,"threshold_uncertainty_score":0.3652018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451484787230583,"score_gpt":0.3651071231003646,"score_spread":0.2199586443773064,"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."}}