{"id":"W3046634084","doi":"10.1186/s12879-020-05185-2","title":"Predictive value of TNF-α, IFN-γ, and IL-10 for tuberculosis among recently exposed contacts in the United States and Canada","year":2020,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention; Rush University; Centers for Disease Control and Prevention; Respiratory Health Association of Metropolitan Chicago; Respiratory Health Association; Emory University; Vanderbilt University","keywords":"Tuberculosis; Medicine; Mycobacterium tuberculosis; Internal medicine; Medical microbiology; Immunology; Interferon gamma; Cytokine; Tumor necrosis factor alpha; Gastroenterology; Prospective cohort study; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003608571,0.000315851,0.0003344322,0.0007713072,0.001492137,0.001080316,0.0007365086,0.0004876651,0.00208195],"category_scores_gemma":[0.002421065,0.0002667822,0.0003524185,0.001097904,0.0004393499,0.0002058601,0.0004674109,0.0005935399,0.0001907901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005446167,"about_ca_system_score_gemma":0.006205896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9190089,"about_ca_topic_score_gemma":0.9381248,"domain_scores_codex":[0.999568,0.00004235929,0.00003104891,0.00006827957,0.0001543079,0.0001359339],"domain_scores_gemma":[0.9985558,0.0001775784,0.0002909586,0.00004887184,0.0004466946,0.0004800295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003597459,0.00000977575,0.99898,0.000003575448,0.00001112655,0.00007024177,0.00006413812,0.00003342855,0.00007733252,0.00001032177,0.00006635887,0.0006377342],"study_design_scores_gemma":[0.000004425585,0.00001746914,0.9985675,0.0000160199,0.00001925357,0.0002126641,0.000453505,0.0004052858,0.00006492195,0.00001245261,0.0002233339,0.000003171428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982294,0.0004139161,0.00003164825,0.00007660655,0.0000057425,0.000008245199,0.0003643225,0.000004178411,0.0008658394],"genre_scores_gemma":[0.9994658,0.0001493757,0.0000518076,0.00001847408,0.000003066323,0.000002118538,0.0001774799,0.000001577186,0.0001303243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08099115,"threshold_uncertainty_score":0.1629362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168963686002672,"score_gpt":0.2773047037193559,"score_spread":0.2556150668593292,"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."}}