{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001575412,0.0002079316,0.0003702316,0.0002377199,0.00006472471,0.00001117882,0.00006001963,0.00005750585,0.0000635348],"category_scores_gemma":[0.00003537388,0.0001716793,0.00003909947,0.0002063076,0.00009574424,0.0001164719,0.00007090815,0.00009147677,0.00000870622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005324711,"about_ca_system_score_gemma":0.00009144078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002633661,"about_ca_topic_score_gemma":0.0003769111,"domain_scores_codex":[0.9985244,0.00008078598,0.0004128117,0.000296839,0.0002988261,0.0003862976],"domain_scores_gemma":[0.9993955,0.0000588023,0.00009951973,0.0002301971,0.00009007169,0.0001258443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001740984,0.0002546224,0.9242649,0.000642181,0.00008042186,0.00007953155,0.04781582,8.780922e-7,0.001060342,0.00002132181,0.000205048,0.02383395],"study_design_scores_gemma":[0.01801026,0.01136157,0.8452852,0.006503025,0.000226106,0.00003468721,0.02641166,0.00005722755,0.08993994,0.0001066038,0.001188137,0.0008755306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952165,0.00176927,0.000001171493,0.00006651265,0.0000423807,0.0005587011,0.00003027176,0.00001902866,0.002296194],"genre_scores_gemma":[0.9935053,0.0006789394,0.001329591,0.00002279233,0.00002707918,0.00009917779,0.00002117743,0.0000163619,0.004299553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08887961,"threshold_uncertainty_score":0.700088,"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."}}