{"id":"W3037068400","doi":"10.1016/j.ypmed.2020.106182","title":"Prevalence, determinants, and impact of suboptimal adherence to HIV medication in 25 countries","year":2020,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Council Of Aids Service Organizations","funders":"ViiV Healthcare","keywords":"Medicine; Logistic regression; Odds ratio; Odds; Demography; Feeling; Antiretroviral treatment; Population; Human immunodeficiency virus (HIV); Antiretroviral therapy; Internal medicine; Family medicine; Viral load; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001689041,0.0002398336,0.0003201597,0.0009758059,0.000357642,0.0008092884,0.0003795254,0.0003468432,0.0007663676],"category_scores_gemma":[0.003808058,0.0003818697,0.0004002565,0.001719817,0.0004523016,0.000563624,0.0008178381,0.0004872734,0.0001095422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004316745,"about_ca_system_score_gemma":0.0003720218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01627244,"about_ca_topic_score_gemma":0.0128535,"domain_scores_codex":[0.9986911,0.0005589482,0.000221285,0.0001942232,0.0001555408,0.0001789316],"domain_scores_gemma":[0.9973908,0.0004274662,0.001627543,0.0001181022,0.0002008992,0.0002350594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000223862,0.00001391659,0.9979808,0.0000236366,0.00004244767,0.00003072488,0.0001380171,0.00005206118,0.00001933032,0.00002282794,0.0001151895,0.001538852],"study_design_scores_gemma":[0.000004599241,0.00003288559,0.9990777,0.00003452021,0.00002296246,0.0001163055,0.0003765489,0.000143119,0.0000153666,0.00002177451,0.0001507298,0.000003414784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979975,0.0007398447,0.00005447192,0.00009477628,0.000004443255,0.00001038082,0.0006496527,0.000003185065,0.0004459612],"genre_scores_gemma":[0.9993417,0.0002652995,0.00006215707,0.00002516074,0.000003577704,0.000008786194,0.0002565478,7.001589e-7,0.00003608109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01627244,"threshold_uncertainty_score":0.03235543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03493316288907482,"score_gpt":0.3906653954583599,"score_spread":0.355732232569285,"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."}}