{"id":"W4383499702","doi":"10.1097/qad.0000000000003648","title":"Adherence to oral antiretroviral therapy in Canada, 2010–2020","year":2023,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; GlaxoSmithKline (Canada); University of British Columbia; Ottawa Hospital","funders":"ViiV Healthcare; University of Calgary","keywords":"Medicine; Regimen; Medical prescription; Pharmacy; Multivariate analysis; Retrospective cohort study; Observational study; Demography; Family medicine; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001565793,0.00006528217,0.0001459722,0.0001380742,0.000027599,0.00001079218,0.000107238,0.0000228206,0.001231065],"category_scores_gemma":[0.0001588303,0.0000543574,0.00005200857,0.0008011071,0.00001819164,0.00004915735,0.00004003195,0.0001561273,0.0006981095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001339184,"about_ca_system_score_gemma":0.0005684094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8771757,"about_ca_topic_score_gemma":0.6926082,"domain_scores_codex":[0.9990932,0.00003722206,0.0001460245,0.0001481102,0.0002607216,0.0003146673],"domain_scores_gemma":[0.9995475,0.00002803887,0.00001069685,0.0001782431,0.00004295812,0.0001925896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005724876,0.00002746801,0.3808522,0.0000111013,0.00001559498,0.000167799,0.00008490215,9.328392e-7,0.004131494,0.00004263664,0.4178972,0.1967114],"study_design_scores_gemma":[0.001299007,0.01153487,0.9570569,0.0001389401,0.000004244182,0.000008459447,0.0005085101,0.000860617,0.002906946,0.0000640454,0.0254899,0.0001276028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942994,0.00008292535,0.00002280537,0.001496398,0.0001031054,0.0002081806,0.00002398343,0.00003087239,0.003732382],"genre_scores_gemma":[0.9433408,0.00008048686,0.0001117669,0.0004035645,0.00005386772,0.0000303217,0.0000252926,0.000009947186,0.05594392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5762047,"threshold_uncertainty_score":0.9996819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04802524770028348,"score_gpt":0.3524482599609649,"score_spread":0.3044230122606814,"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."}}