{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00109093,0.0003358305,0.0004308498,0.001105364,0.001414016,0.001157742,0.001045445,0.000525964,0.00135931],"category_scores_gemma":[0.00232502,0.0001910701,0.000572435,0.0029439,0.0003235608,0.000500666,0.0006186214,0.000976522,0.0002667196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02514778,"about_ca_system_score_gemma":0.03339046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895557,"about_ca_topic_score_gemma":0.9929591,"domain_scores_codex":[0.9987586,0.00004975544,0.00009033654,0.000116904,0.0006319202,0.0003524036],"domain_scores_gemma":[0.997009,0.00005813981,0.0005981077,0.00003587757,0.001612502,0.0006865237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001081264,0.00006777852,0.9806666,0.00008975171,0.0001029527,0.00006718221,0.0001438549,0.00043826,0.0001125658,0.0001306884,0.005830128,0.01224217],"study_design_scores_gemma":[0.00001275582,0.00002655929,0.9958706,0.00006331001,0.00003436425,0.00004444295,0.0001903223,0.0008725053,0.00005488621,0.0000234429,0.002799462,0.000007273582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176945,0.006738679,0.0005648922,0.003723218,0.0001173987,0.0001992207,0.0644598,0.00008765624,0.00641463],"genre_scores_gemma":[0.9751979,0.002392792,0.0008273448,0.000828334,0.00005062348,0.0000833052,0.01832747,0.00001180624,0.002280519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02514778,"threshold_uncertainty_score":0.1824608,"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."}}