{"id":"W2888117406","doi":"10.17269/s41997-018-0104-z","title":"The impact of drug coverage on viral suppression among people living with HIV in Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Health and Long Term Care; Ontario HIV Treatment Network; Bruyère; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Ottawa; Baycrest Hospital; Queen's University; Toronto General Hospital; Health Sciences Centre; University Health Network; University of Toronto; Public Health Ontario","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Ontario HIV Treatment Network; University of Ottawa","keywords":"Confidence interval; Medicine; Generalized estimating equation; Medical prescription; Imputation (statistics); Missing data; Demography; Viral load; Human immunodeficiency virus (HIV); Affect (linguistics); Family medicine; Internal medicine; Statistics; Psychology; Mathematics; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006828972,0.000243801,0.0005731247,0.00107195,0.004382141,0.001768617,0.001531846,0.0006883211,0.002869413],"category_scores_gemma":[0.003465182,0.0003897521,0.001161208,0.002920246,0.001000226,0.0005173003,0.001171713,0.001460306,0.0001480374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06142877,"about_ca_system_score_gemma":0.08548154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9989365,"about_ca_topic_score_gemma":0.9994808,"domain_scores_codex":[0.9983209,0.0001796508,0.0001103267,0.00008274743,0.0004889328,0.0008174546],"domain_scores_gemma":[0.9951732,0.0003188993,0.0007386521,0.00005650298,0.00158947,0.002123378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002587084,0.0001373213,0.9802912,0.0001859304,0.0001331453,0.0002850018,0.002605835,0.0002679728,0.0001197844,0.0003958986,0.004661887,0.01065724],"study_design_scores_gemma":[0.00002742844,0.00003581265,0.9953105,0.0001168379,0.00006907923,0.00005358794,0.002531899,0.0001987448,0.00002504094,0.00003696314,0.001580276,0.00001390815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751889,0.005438774,0.00007495286,0.005454826,0.0001070207,0.0001115065,0.004739225,0.00001359548,0.008871184],"genre_scores_gemma":[0.994848,0.001901983,0.00009746181,0.000489819,0.00002414098,0.00002411769,0.0006764436,0.000005671865,0.001932231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06142877,"threshold_uncertainty_score":0.445699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975370905254896,"score_gpt":0.3042886192789971,"score_spread":0.2845349102264482,"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."}}