{"id":"W2056296793","doi":"10.1371/journal.pone.0039347","title":"High Prevalence of Tuberculosis and Serious Bloodstream Infections in Ambulatory Individuals Presenting for Antiretroviral Therapy in Malawi","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto; University of British Columbia","funders":"International Union Against Tuberculosis and Lung Disease; Wellcome Trust; United States Agency for International Development","keywords":"Tuberculosis; Antiretroviral therapy; Medicine; Extensively drug-resistant tuberculosis; Ambulatory; Human immunodeficiency virus (HIV); Bloodstream infection; Intensive care medicine; AIDS-Related Opportunistic Infections; Pediatrics; Immunology; Internal medicine; Mycobacterium tuberculosis; Sida; Viral load; Pathology; Viral disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003449443,0.000195648,0.0002093546,0.0005750481,0.0006890174,0.0005802037,0.0003021556,0.0003068325,0.001712183],"category_scores_gemma":[0.001235801,0.0002938972,0.0001461258,0.0006618728,0.0004276712,0.0004150783,0.0006042476,0.0004389482,0.0001169781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003998553,"about_ca_system_score_gemma":0.0004014937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02408123,"about_ca_topic_score_gemma":0.03046338,"domain_scores_codex":[0.9996144,0.0001074359,0.00004293657,0.00006083005,0.00007159006,0.0001028578],"domain_scores_gemma":[0.9990715,0.00008744982,0.0005462354,0.00003205593,0.00008416417,0.000178543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001157998,0.000007438525,0.9987525,0.00001481707,0.00001034356,0.0000719043,0.0002076447,0.000006118664,0.0001943693,0.000007637755,0.00005991671,0.0006557193],"study_design_scores_gemma":[0.000001304859,0.0000205884,0.9992967,0.00001133825,0.000005520832,0.0002321004,0.0002745753,0.00003808491,0.00002354446,0.000004678222,0.00009024413,0.000001223023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991921,0.0003037635,0.00004716672,0.00008123372,0.00000369495,0.00000826394,0.0001965465,0.000002102869,0.0001652372],"genre_scores_gemma":[0.9996864,0.000120034,0.00003931574,0.00002297211,0.000004729365,0.000002921312,0.0000737488,4.555558e-7,0.00004945097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02408123,"threshold_uncertainty_score":0.04788214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613295837367929,"score_gpt":0.2645786218609113,"score_spread":0.238445663487232,"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."}}