{"id":"W2175721119","doi":"10.3389/fpubh.2015.00244","title":"Low Virologic Failure and Drug Resistance among HIV-Infected Patients Receiving Hospital-Based ART While Care and Outreach through Community in Guangxi, China","year":2015,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"State Key Laboratory of Infectious Disease Prevention and Control; Ministry of Science and Technology of the People's Republic of China; National Natural Science Foundation of China; International Development Research Centre; Shandong University","keywords":"Medicine; Regimen; HIV drug resistance; Viral load; Internal medicine; Drug resistance; Logistic regression; Outreach; Transmission (telecommunications); Human immunodeficiency virus (HIV); Immunology; Antiretroviral therapy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007935492,0.0003797782,0.0002796313,0.0007140699,0.0006329417,0.0005167267,0.0005057561,0.000332441,0.001351947],"category_scores_gemma":[0.001291419,0.0003265914,0.0002682385,0.0007508287,0.0004504901,0.0004193654,0.0004733124,0.0004454668,0.000124848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009291387,"about_ca_system_score_gemma":0.001243412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04532441,"about_ca_topic_score_gemma":0.04212847,"domain_scores_codex":[0.9995381,0.0001393033,0.00003935004,0.0001087725,0.00006181951,0.0001127806],"domain_scores_gemma":[0.9989385,0.0001404734,0.0004266124,0.00005300143,0.0001018876,0.0003395375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003165016,0.00002493354,0.9992155,0.000006086806,0.0000166523,0.00004172354,0.0001040605,0.00002523696,0.00007801328,0.0000051118,0.00003233044,0.0004187248],"study_design_scores_gemma":[0.000005523189,0.00003776043,0.9995434,0.000004217897,0.000006616144,0.00004026467,0.0002023783,0.0001156099,0.00001395565,0.000005441918,0.00002327546,0.000001654055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999764,0.00005201363,0.00001454128,0.00002393514,0.000001042673,0.000005434592,0.00005902895,8.392842e-7,0.00007913657],"genre_scores_gemma":[0.999838,0.00002461206,0.00001499121,0.00001134516,0.000001771657,0.000003742392,0.00006888418,2.753456e-7,0.000036371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04532441,"threshold_uncertainty_score":0.09012121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477798045601515,"score_gpt":0.2430722619965295,"score_spread":0.2282942815405144,"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."}}