{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003736309,0.0004627129,0.0005435642,0.0007859629,0.004397728,0.002050387,0.001782965,0.0007165369,0.002032926],"category_scores_gemma":[0.009794035,0.0003494952,0.0007791942,0.003160356,0.00115006,0.0005231929,0.0009424462,0.001243812,0.0001300365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05453878,"about_ca_system_score_gemma":0.09151848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996664,"about_ca_topic_score_gemma":0.997801,"domain_scores_codex":[0.9974361,0.0005653929,0.0001050162,0.0002559446,0.0009549399,0.0006827023],"domain_scores_gemma":[0.9958673,0.0004845742,0.0007174846,0.0001502264,0.001985294,0.0007950871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004850271,0.0002399368,0.9267228,0.0003296741,0.0002220031,0.0007094332,0.005436514,0.001299376,0.0008538521,0.001824304,0.005538236,0.05633872],"study_design_scores_gemma":[0.00004431047,0.0001659166,0.9794719,0.0002419446,0.0002696296,0.0005236865,0.00529895,0.002868891,0.0004768336,0.0003115641,0.01025492,0.00007149347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760154,0.006722657,0.0007730586,0.004979867,0.00006882729,0.0001308067,0.001715655,0.00004207765,0.009551573],"genre_scores_gemma":[0.9938439,0.002961218,0.001056192,0.0004197227,0.00002396232,0.00001853897,0.0005158854,0.00001644717,0.001144236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05453878,"threshold_uncertainty_score":0.3957084,"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."}}