{"id":"W2062290173","doi":"10.1371/journal.pone.0087872","title":"Expansion of HAART Coverage Is Associated with Sustained Decreases in HIV/AIDS Morbidity, Mortality and HIV Transmission: The “HIV Treatment as Prevention” Experience in a Canadian Setting","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":358,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Ministry of Health; Providence Health Care; Simon Fraser University; University of British Columbia; BC Centre for Disease Control","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; Ministry of Health, British Columbia; Michael Smith Health Research BC; ViiV Healthcare; National Institutes of Health; Public Health Agency of Canada; Gilead Sciences; Bristol-Myers Squibb","keywords":"Medicine; Incidence (geometry); Population; Poisson regression; Viral load; Internal medicine; Transmission (telecommunications); Human immunodeficiency virus (HIV); Antiretroviral therapy; Immunology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004509216,0.0001336682,0.0003313076,0.0001928374,0.00009668682,0.00002136071,0.00008055079,0.00006224797,0.0003808005],"category_scores_gemma":[0.0006664005,0.00009060062,0.00006522978,0.0003087689,0.0001050406,0.0001175216,0.00001957411,0.0001456149,0.000004984231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002691941,"about_ca_system_score_gemma":0.000472861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05601956,"about_ca_topic_score_gemma":0.1106066,"domain_scores_codex":[0.998431,0.0002569951,0.000312386,0.0002425379,0.0004000041,0.0003571101],"domain_scores_gemma":[0.9990956,0.000147158,0.00006949055,0.0002488719,0.0001088593,0.0003299842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002616802,0.002882731,0.9805704,0.0002021549,0.0002780484,0.0001151147,0.006727568,0.000004764705,0.005286571,0.0001369169,0.000507722,0.003026327],"study_design_scores_gemma":[0.01615784,0.01246768,0.8327512,0.01278429,0.0006189393,0.0000328538,0.00941463,0.03702638,0.0765295,0.001001204,0.0006326869,0.0005827581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952878,0.000112154,0.0001469066,0.001459147,0.000001825993,0.0007166194,0.00005355833,0.00001345385,0.002208537],"genre_scores_gemma":[0.991234,0.0001012255,0.0002012236,0.00007395864,0.00001566983,0.0001245554,0.0001030365,0.00001298738,0.008133349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1478192,"threshold_uncertainty_score":0.9502665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05259711823151692,"score_gpt":0.3256897565783763,"score_spread":0.2730926383468594,"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."}}