{"id":"W4313165415","doi":"10.4236/aid.2022.124047","title":"What Tool for Diagnosis of Latent Tuberculosis Infection in Developing Country with Tuberculosis High Burden: Interferon Gamma Release Assays &amp;lt;i&amp;gt;versus&amp;lt;/i&amp;gt; Tuberculin Skin Test in Burkina Faso","year":2022,"lang":"en","type":"article","venue":"Advances in Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Alliance for Accelerating Excellence in Science in Africa; African Academy of Sciences; New Partnership for Africa's Development; Wellcome Trust","keywords":"Tuberculin; Medicine; Latent tuberculosis; Tuberculosis; Interferon γ; Internal medicine; Receiver operating characteristic; Gold standard (test); Interferon gamma; Kappa; Skin test; Immunology; Tuberculosis diagnosis; Gastroenterology; Mycobacterium tuberculosis; Pathology; Cytokine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001427802,0.00091888,0.001835456,0.001830815,0.0003667613,0.0001169628,0.0004088514,0.0003626169,0.0005855253],"category_scores_gemma":[0.006478882,0.0008896954,0.0004390087,0.00290187,0.0004518115,0.001609256,0.0004512797,0.001131601,0.00004521988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003152419,"about_ca_system_score_gemma":0.0005328844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004786168,"about_ca_topic_score_gemma":0.0680074,"domain_scores_codex":[0.9927797,0.0009949092,0.001893579,0.001592177,0.001106508,0.001633137],"domain_scores_gemma":[0.992461,0.004994732,0.0005529851,0.001083891,0.0004539984,0.0004533481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004753002,0.002518373,0.9371166,0.001334339,0.0003525711,0.00006455471,0.0005862481,0.03431232,0.0005084388,0.0003253339,0.00150759,0.01662062],"study_design_scores_gemma":[0.02302385,0.005536425,0.785227,0.005159596,0.001110654,0.0003089492,0.0004713688,0.0009683006,0.000722982,0.001871036,0.1729363,0.002663536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806216,0.01181548,0.0006050348,0.002187962,0.001062102,0.00284399,0.0004082738,0.0002132911,0.0002422558],"genre_scores_gemma":[0.9420949,0.04840139,0.0009230786,0.000697973,0.0003289824,0.005790159,0.00150516,0.0001572966,0.0001010947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1714287,"threshold_uncertainty_score":0.9993554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812998756560256,"score_gpt":0.3112954615380751,"score_spread":0.2931654739724726,"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."}}