{"id":"W2626989754","doi":"10.1016/j.drugpo.2017.05.025","title":"Understanding real-world adherence in the directly acting antiviral era: A prospective evaluation of adherence among people with a history of drug use at a community-based program in Toronto, Canada","year":2017,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Hepatitis C virus research","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; University of Toronto; University Health Network; Regent Park Community Health Centre","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Sofosbuvir; Hepatitis C; Ledipasvir; Prospective cohort study; Heroin; Demographics; Psychological intervention; Internal medicine; Drug; Family medicine; Chronic hepatitis; Psychiatry; Ribavirin; Demography; Immunology","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":[0.001606892,0.0003763113,0.0004943127,0.000816528,0.003724377,0.001495149,0.001374475,0.0006617135,0.001673531],"category_scores_gemma":[0.003237298,0.0004318904,0.0008116381,0.002130853,0.0008718635,0.0006559539,0.001279103,0.001200055,0.0002511396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01461634,"about_ca_system_score_gemma":0.01465943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9500713,"about_ca_topic_score_gemma":0.9643924,"domain_scores_codex":[0.9983197,0.0002732396,0.0001166711,0.0001758703,0.0005599186,0.0005545786],"domain_scores_gemma":[0.9968155,0.0001862385,0.000646675,0.00009604746,0.001154861,0.001100598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006621755,0.0001751083,0.9946332,0.00003439015,0.00003375182,0.00004550935,0.002366805,0.0000289216,0.00006365893,0.00001537756,0.0002256169,0.00231149],"study_design_scores_gemma":[0.000009090759,0.0001421854,0.9961208,0.00002394134,0.00001682297,0.00002150107,0.003331894,0.000117889,0.000018685,0.000005438314,0.0001854991,0.00000619029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985434,0.0001779342,0.00003000181,0.0001281234,0.000003886741,0.0001153333,0.0005172362,0.00000208499,0.0004819576],"genre_scores_gemma":[0.9987602,0.0001843385,0.0001219789,0.00008799328,0.000004560234,0.00005537887,0.0004111041,0.000001672361,0.0003728729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04992872,"threshold_uncertainty_score":0.1060495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1450901899452729,"score_gpt":0.4156522668914658,"score_spread":0.2705620769461929,"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."}}