{"id":"W4282827346","doi":"10.1097/qai.0000000000003038","title":"Comparative Clinical Outcomes With Scale-up of Dolutegravir as First-Line Antiretroviral Therapy in Ukraine","year":2022,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fogarty International Center","keywords":"Dolutegravir; Lopinavir; Ritonavir; Medicine; Efavirenz; Regimen; Viral load; Internal medicine; Confidence interval; Odds ratio; Antiretroviral therapy; Human immunodeficiency virus (HIV); Immunology","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":[0.009987313,0.0002662912,0.0005913478,0.0009042947,0.000419902,0.001458183,0.0005099885,0.0003596403,0.0007624816],"category_scores_gemma":[0.01238298,0.0001495037,0.0008705556,0.001210903,0.0006042735,0.0009072025,0.001567331,0.0004971076,0.000148721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002458898,"about_ca_system_score_gemma":0.002075843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009273663,"about_ca_topic_score_gemma":0.006016973,"domain_scores_codex":[0.9954553,0.002557128,0.0005588646,0.0004448108,0.0006056133,0.0003783819],"domain_scores_gemma":[0.9902977,0.00225378,0.004524881,0.0006593816,0.001431573,0.0008326363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005426707,0.0006149778,0.9554081,0.0003645555,0.001176097,0.000178013,0.001166697,0.001442994,0.0003425688,0.0001928294,0.0004592687,0.03322731],"study_design_scores_gemma":[0.0001689304,0.002478249,0.9952791,0.0000693238,0.0003143758,0.00008979264,0.0004658894,0.0004099092,0.0001309076,0.00003832446,0.0005461489,0.000009104837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975443,0.001069057,0.000108988,0.00008234233,0.0000144282,0.00008582785,0.0004938995,0.000005894652,0.0005951217],"genre_scores_gemma":[0.9989404,0.0002061551,0.00008996023,0.00003528192,0.000009064604,0.00005978128,0.000597391,0.000001825222,0.00006011441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009987313,"threshold_uncertainty_score":0.0528186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04329300339581226,"score_gpt":0.33855091696261,"score_spread":0.2952579135667978,"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."}}