{"id":"W2861721336","doi":"10.1089/apc.2018.0020","title":"Increasing Prevalence of HIV Pretreatment Drug Resistance in Women But Not Men in Rural Uganda During 2005–2013","year":2018,"lang":"en","type":"article","venue":"AIDS Patient Care and STDs","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Medicine; Proportional hazards model; Demography; Drug resistance; Hazard ratio; HIV drug resistance; Viral load; Human immunodeficiency virus (HIV); Cohort; Internal medicine; Antiretroviral therapy; Immunology; Confidence interval","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":[0.0007023223,0.0003020796,0.0004098164,0.001118848,0.0007060855,0.0007365538,0.0004217622,0.0003104414,0.001125045],"category_scores_gemma":[0.002727818,0.0005348414,0.0003067784,0.001858845,0.0005186704,0.0006485101,0.0008764968,0.0004724911,0.0002129462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000624522,"about_ca_system_score_gemma":0.0004647849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01828353,"about_ca_topic_score_gemma":0.03089187,"domain_scores_codex":[0.9993032,0.0002148776,0.00006970055,0.0001592456,0.00007303113,0.0001799392],"domain_scores_gemma":[0.9991198,0.0001024563,0.000548567,0.0000418047,0.00009548698,0.0000917981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009966474,0.00001579964,0.9952314,0.00004007882,0.00002859495,0.0001512608,0.001191738,0.00003060397,0.0001999401,0.00001979079,0.0002477869,0.002743243],"study_design_scores_gemma":[0.000004837212,0.00006255488,0.996797,0.00005241351,0.0000234026,0.0004078704,0.001720204,0.00008208228,0.00009265119,0.0000212237,0.0007289129,0.000006935015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984836,0.0004924443,0.00005361194,0.00007234614,0.000004233806,0.000009516311,0.0005519692,0.000004354924,0.0003277825],"genre_scores_gemma":[0.9990429,0.0002828291,0.0001001486,0.00005484299,0.000006339117,0.00002138357,0.0002783598,0.000003191624,0.0002099299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01828353,"threshold_uncertainty_score":0.03635418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005351895105905635,"score_gpt":0.2229994302999708,"score_spread":0.2176475351940651,"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."}}