{"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 <i>versus</i> 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007842228,0.000585833,0.0006927906,0.002608702,0.0005600257,0.001988034,0.0007597755,0.001023156,0.001375017],"category_scores_gemma":[0.01974129,0.0002745957,0.0006632993,0.001514989,0.0007535337,0.001968115,0.0005343439,0.0006039427,0.0005171583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009774407,"about_ca_system_score_gemma":0.001226512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008763856,"about_ca_topic_score_gemma":0.008437593,"domain_scores_codex":[0.9954357,0.00218527,0.0005058682,0.000596414,0.0008867474,0.0003900381],"domain_scores_gemma":[0.9917492,0.003010034,0.002586539,0.0003876516,0.001679013,0.0005876307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001764773,0.0001071645,0.9625975,0.0002917626,0.0001050581,0.0001504164,0.0004548508,0.0002811109,0.0006159539,0.0001709876,0.001099981,0.03394871],"study_design_scores_gemma":[0.00006470427,0.001063614,0.9719564,0.001786528,0.000350739,0.003512714,0.003914394,0.006419051,0.002712522,0.0007493178,0.007408081,0.00006198609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578539,0.01959303,0.006115041,0.005718809,0.000532969,0.0002411452,0.001396514,0.0001317466,0.008416926],"genre_scores_gemma":[0.9934222,0.001468364,0.004295762,0.0002299149,0.0000658655,0.00003979363,0.0001916066,0.000007267833,0.0002792497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008763856,"threshold_uncertainty_score":0.04147416,"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."}}