{"id":"W1980915218","doi":"10.3899/jrheum.140100","title":"Diagnostic Accuracy of Chest Radiography for the Diagnosis of Tuberculosis (TB) and Its Role in the Detection of Latent TB Infection: a Systematic Review","year":2014,"lang":"en","type":"review","venue":"Journal of Rheumatology Supplement","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tuberculin; Tuberculosis; Latent tuberculosis; Radiography; Disease; Interferon γ; Chest radiograph; Intensive care medicine; Radiology; Internal medicine; Interferon gamma; Immune system; Immunology; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00249762,0.0003528922,0.004285205,0.0005641389,0.00007210759,0.00000946339,0.0002366625,0.0001896812,0.00005572969],"category_scores_gemma":[0.003381272,0.0001783845,0.001740654,0.0005859738,0.000100777,0.00006463915,0.00005015601,0.000367173,8.46831e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000838708,"about_ca_system_score_gemma":0.0001597017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002550848,"about_ca_topic_score_gemma":0.0001030788,"domain_scores_codex":[0.9951727,0.000779325,0.003202071,0.0001925719,0.000420155,0.0002331217],"domain_scores_gemma":[0.9872538,0.007627948,0.004135467,0.0004146056,0.0004905465,0.00007763441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003682582,0.0005314749,0.03619013,0.9441314,0.003009649,0.000004578693,0.000163024,0.000002579042,6.361198e-7,0.0001298273,0.0004960566,0.0153038],"study_design_scores_gemma":[0.002343617,0.002638298,0.003995685,0.8827463,0.05628018,0.004754545,0.0001628982,0.00006679335,0.00004759579,0.00007963728,0.04657132,0.0003130906],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004335844,0.9892626,0.00008728899,0.0008815098,0.00023521,0.005110726,0.00008020302,0.000003413568,0.00000322104],"genre_scores_gemma":[0.154238,0.8445297,0.00001937773,0.00007526738,0.00002637726,0.001070309,0.00001669869,0.00002367758,5.71545e-7],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1499022,"threshold_uncertainty_score":0.7274308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071101487274061,"score_gpt":0.3171087261603947,"score_spread":0.2963977112876541,"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."}}