{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002403378,0.0001390905,0.0003546268,0.0002119696,0.00004571539,0.00001050627,0.00003883602,0.00009865655,0.00005534094],"category_scores_gemma":[0.0001131758,0.0001341017,0.00008492269,0.0002527482,0.00006273293,0.0001991234,0.00003724939,0.0001352824,0.000001778419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004369369,"about_ca_system_score_gemma":0.00003160434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005427161,"about_ca_topic_score_gemma":0.00003078992,"domain_scores_codex":[0.998919,0.00004585413,0.000308709,0.0001951785,0.0001993328,0.0003319308],"domain_scores_gemma":[0.9994429,0.0001151319,0.00009050016,0.0001868731,0.00006469294,0.00009994569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003716216,0.00543016,0.984479,0.001240317,0.000280958,0.000001011327,0.0004042704,0.000003566329,0.007200543,0.00009462413,0.000009444744,0.0008189756],"study_design_scores_gemma":[0.002237381,0.0007028611,0.9799148,0.0004124732,0.0003533466,0.000006545753,0.00004814435,0.0001318816,0.01598536,0.00007452264,0.000006108892,0.0001266079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973102,0.001346091,0.000002128453,0.00009637308,0.00003357654,0.00101307,0.00005473526,0.00003359073,0.000110204],"genre_scores_gemma":[0.998,0.001096102,0.0004326379,0.00008522977,0.0001204123,0.0001800786,0.00001407334,0.0000256239,0.00004590137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00878482,"threshold_uncertainty_score":0.5468508,"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."}}