{"id":"W4393952630","doi":"10.1016/s2214-109x(24)00052-4","title":"Point-of-care C-reactive protein and Xpert MTB/RIF Ultra for tuberculosis screening and diagnosis in unselected antiretroviral therapy initiators: a prospective, cross-sectional, diagnostic accuracy study","year":2024,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculté de médecine et des sciences de la santé, Université de Sherbrooke; European and Developing Countries Clinical Trials Partnership; Fogarty International Center; Faculty of Medicine and Health, University of Sydney; Division of Research Capacity Development; National Institutes of Health; Universiteit Stellenbosch; National Institute of Allergy and Infectious Diseases; Medical Research Council; South African Medical Research Council; European Commission; National Institute of Biomedical Imaging and Bioengineering; Wellcome Trust","keywords":"Medicine; Antiretroviral therapy; Cross-sectional study; Tuberculosis; Human immunodeficiency virus (HIV); Point-of-care testing; Virology; Viral load; Immunology; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01073882,0.0008048717,0.0007400668,0.001496887,0.0005755479,0.001576191,0.001310304,0.0016272,0.001117506],"category_scores_gemma":[0.0228464,0.001086517,0.001418171,0.00149436,0.0007403275,0.001362838,0.0009552243,0.001145502,0.0006148814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004916684,"about_ca_system_score_gemma":0.0004399916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002088227,"about_ca_topic_score_gemma":0.002071054,"domain_scores_codex":[0.9908581,0.004608984,0.0008290372,0.001504428,0.001773644,0.0004256495],"domain_scores_gemma":[0.9772694,0.009711323,0.007779427,0.001626282,0.00206748,0.001546061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005275134,0.0001543984,0.9983553,0.00001470943,0.0002206178,0.0000204183,0.0000615179,0.00003188963,0.0000699634,0.0000086391,0.00004206012,0.0004929512],"study_design_scores_gemma":[0.0001530795,0.001233334,0.9961551,0.00002225995,0.0003916625,0.0003117849,0.0001507954,0.001315789,0.000111535,0.00002359815,0.0001188164,0.00001226777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988374,0.0004186551,0.0002213453,0.0000229927,0.00001321154,0.00004294839,0.0002277287,0.000005428406,0.0002104295],"genre_scores_gemma":[0.9991598,0.0001164469,0.0002653785,0.00003759383,0.0000221302,0.00003493933,0.0003078365,0.00000388567,0.0000519709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073882,"threshold_uncertainty_score":0.05679297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05454388083056513,"score_gpt":0.432589026266872,"score_spread":0.3780451454363069,"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."}}