{"id":"W644943277","doi":"10.1097/qai.0000000000000712","title":"Screening for Tuberculosis Among Adults Newly Diagnosed With HIV in Sub-Saharan Africa","year":2015,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Wellcome Trust","keywords":"Medicine; Tuberculosis; Environmental health; Population; Developing country; Human immunodeficiency virus (HIV); Indirect costs; Tuberculosis diagnosis; Health care; Cost effectiveness; HIV screening; Prevalence; Family medicine; Mycobacterium tuberculosis; Men who have sex with men; Pathology; Economic growth","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111812,0.000435345,0.0003722147,0.0004483423,0.0004600291,0.0007876854,0.0005329372,0.0005359935,0.001635655],"category_scores_gemma":[0.003666629,0.0003198521,0.0005886958,0.0006099694,0.0004309063,0.0005912782,0.0007131453,0.0005679089,0.00009502719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680568,"about_ca_system_score_gemma":0.001409889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02505853,"about_ca_topic_score_gemma":0.04583308,"domain_scores_codex":[0.9989305,0.0006501831,0.00003985873,0.00007920455,0.00008000585,0.0002202224],"domain_scores_gemma":[0.9990271,0.0004234772,0.0002989218,0.00001895183,0.00004056052,0.0001908502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003310186,0.0004950626,0.9695727,0.0002241164,0.0002760557,0.001077075,0.0007586207,0.01044839,0.0004483279,0.0006491653,0.0005410436,0.01517857],"study_design_scores_gemma":[0.0004113913,0.001871609,0.933755,0.0004645594,0.0003550621,0.001422028,0.003423802,0.05438813,0.0005245526,0.001598038,0.00175079,0.00003484398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998156,0.0004261119,0.0002663996,0.0003715091,0.000005349919,0.00007771585,0.000233726,0.000003240548,0.0004599171],"genre_scores_gemma":[0.9988875,0.0004313689,0.0003697923,0.00009019978,0.00000609202,0.00003772744,0.00008652426,6.851777e-7,0.00009008398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02505853,"threshold_uncertainty_score":0.04982537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03919406188096484,"score_gpt":0.2979380109083969,"score_spread":0.258743949027432,"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."}}