{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003097797,0.0007661887,0.0008041598,0.001519064,0.0007628022,0.0005216457,0.00108573,0.0007748323,0.0009523342],"category_scores_gemma":[0.006557725,0.0003421089,0.001651788,0.001502875,0.0008667054,0.000577396,0.001257265,0.0008095437,0.0000639976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004965486,"about_ca_system_score_gemma":0.005989694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.087533,"about_ca_topic_score_gemma":0.05386138,"domain_scores_codex":[0.9972324,0.0008705349,0.0001858644,0.0003466182,0.00054432,0.0008202872],"domain_scores_gemma":[0.995751,0.0007758204,0.001492027,0.0004155167,0.0005430998,0.001022535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002025206,0.000481792,0.9842507,0.00006382378,0.0002699894,0.0001146904,0.0002599275,0.001769073,0.0001992605,0.0001204215,0.0002321272,0.01021306],"study_design_scores_gemma":[0.00008171108,0.0006580988,0.996208,0.000007444594,0.00006912043,0.00001776853,0.00009261745,0.002640357,0.00008385158,0.00004268054,0.00008928671,0.000009112499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993733,0.0001082929,0.0001019308,0.00005275686,0.000004328664,0.00004868628,0.0001909338,0.00000486746,0.0001150776],"genre_scores_gemma":[0.9992274,0.00003812719,0.00009807829,0.00002596676,0.000008428597,0.00006864831,0.0004309942,0.000001061334,0.0001012722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.087533,"threshold_uncertainty_score":0.174047,"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."}}