{"id":"W2117050013","doi":"10.1371/journal.pmed.1001874","title":"Simplified HIV Testing and Treatment in China: Analysis of Mortality Rates Before and After a Structural Intervention","year":2015,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia","funders":"National Institute of Mental Health; Ministry of Health, British Columbia; National Institutes of Health; International AIDS Society; National Health and Family Planning Commission of the People's Republic of China; Bristol-Myers Squibb; Chinese Center for Disease Control and Prevention; Gilead Sciences; Styrelsen för Internationellt Utvecklingssamarbete; Centers for Disease Control and Prevention; UNICEF; ViiV Healthcare; World Health Organization","keywords":"Medicine; Intervention (counseling); Human immunodeficiency virus (HIV); Viral load; Antiretroviral therapy; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003576707,0.0001138869,0.0004842263,0.0004316799,0.00001839525,0.000006258125,0.00002931135,0.00003771876,0.0001404205],"category_scores_gemma":[0.001148148,0.00007226336,0.00006758414,0.0005364031,0.0001770602,0.00007173412,0.00003590744,0.00009333775,8.827855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007811628,"about_ca_system_score_gemma":0.00002739399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001906194,"about_ca_topic_score_gemma":0.002879946,"domain_scores_codex":[0.9989523,0.00008795429,0.0003738235,0.0001938582,0.0002320393,0.0001600598],"domain_scores_gemma":[0.9993409,0.00008325583,0.00007790091,0.0001603249,0.0001190353,0.0002185938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002272343,0.0001461586,0.9851552,0.0001303924,0.0007646931,0.00003708743,0.001776465,0.000001451862,0.0007163947,0.00001318138,0.00007920702,0.01095259],"study_design_scores_gemma":[0.002761768,0.003784407,0.9655,0.0004915527,0.00117259,0.000009911926,0.0007110911,0.02509057,0.0001963243,0.000226051,0.000008527783,0.00004721321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978485,0.0005759655,0.0000343654,0.0007394738,0.000009667346,0.000303401,0.00002793764,0.00001324107,0.0004475234],"genre_scores_gemma":[0.9989881,0.00002294902,0.0001648887,0.00001591948,0.00005175889,0.00003641241,0.00008233468,0.000007114943,0.0006305124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02508912,"threshold_uncertainty_score":0.2946814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06445207677479714,"score_gpt":0.3804211580679299,"score_spread":0.3159690812931327,"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."}}