{"id":"W3092638900","doi":"10.1016/j.ebiom.2020.103053","title":"An observational study identifying highly tuberculosis-exposed, HIV-1-positive but persistently TB, tuberculin and IGRA negative persons with M. tuberculosis specific antibodies in Cape Town, South Africa","year":2020,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Institute of Allergy and Infectious Diseases; Division of Research Capacity Development; Medical Research Council; South African Medical Research Council; University of Cape Town; National Institutes of Health; Universiteit Stellenbosch; European and Developing Countries Clinical Trials Partnership; Francis Crick Institute; Wellcome Trust","keywords":"Tuberculosis; Tuberculin; Cape; Observational study; Medicine; Human immunodeficiency virus (HIV); Immunology; Tuberculin test; Antibody; Mycobacterium tuberculosis; Virology; Environmental health; Geography; Internal medicine; Pathology","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":[0.0006214793,0.0007942266,0.0006289041,0.001063324,0.001555062,0.001063906,0.0008993873,0.0007888452,0.001614792],"category_scores_gemma":[0.002554422,0.00090481,0.0004100204,0.001627338,0.0009199314,0.0009247899,0.0007519929,0.000726347,0.0002851825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313764,"about_ca_system_score_gemma":0.00106545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05595305,"about_ca_topic_score_gemma":0.04360849,"domain_scores_codex":[0.9989769,0.0002570202,0.0001166866,0.0003342869,0.0001389016,0.0001761941],"domain_scores_gemma":[0.9986867,0.0001992312,0.000476929,0.0001054087,0.0001130976,0.0004185979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002592118,0.0002930019,0.9957366,0.00004914954,0.00005513356,0.001142961,0.0010655,0.00002850333,0.0007495822,0.00001992172,0.0001072852,0.0004931554],"study_design_scores_gemma":[0.00006346845,0.0005051717,0.9958584,0.0000236898,0.00004652796,0.0009804815,0.001988742,0.0001482749,0.00008755123,0.00001902302,0.0002687884,0.000009945593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994949,0.00005456463,0.00003439294,0.00001751721,0.000002874571,0.0000384708,0.0002430161,8.98115e-7,0.0001134183],"genre_scores_gemma":[0.999559,0.00005977011,0.00006796037,0.0000304265,0.000005431701,0.00002771976,0.0001438311,7.477187e-7,0.0001051442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05595305,"threshold_uncertainty_score":0.1112548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163754074016548,"score_gpt":0.3303491021992986,"score_spread":0.2139736947976438,"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."}}