{"id":"W2911880448","doi":"10.1093/cid/ciy1105","title":"Prevalence, Predictors, and Successful Treatment Outcomes of Xpert MTB/RIF–identified Rifampicin-resistant Tuberculosis in Post-conflict Eastern Democratic Republic of the Congo, 2012–2017: A Retrospective Province-Wide Cohort Study","year":2018,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; Faculty of Medicine and Health, University of Sydney; Centers for Disease Control and Prevention; National Institute of Allergy and Infectious Diseases; Medical Research Council; Global Affairs Canada; National Institutes of Health; Universiteit Antwerpen; Vlaamse Interuniversitaire Raad; Universiteit Stellenbosch; KU Leuven; VLIRUOS; South African Medical Research Council; University of Cape Town; Brigham and Women's Hospital; Case Western Reserve University; National Research Foundation; Universiteit Gent; Johns Hopkins University; Yale University","keywords":"Medicine; Sputum; Internal medicine; Interquartile range; Tuberculosis; Odds ratio; Confidence interval; Rifampicin; Logistic regression; Cohort; 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":[0.0007712991,0.000434874,0.0003612817,0.0008776773,0.0008197738,0.0009336562,0.0005982333,0.0003624786,0.001152825],"category_scores_gemma":[0.00234045,0.0006438574,0.0005919453,0.001630815,0.0004347575,0.0006038843,0.0006766804,0.0006844374,0.0002785021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001497266,"about_ca_system_score_gemma":0.001168361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08018453,"about_ca_topic_score_gemma":0.1119533,"domain_scores_codex":[0.9993321,0.0001250643,0.0000953733,0.0001891991,0.00009617596,0.000161968],"domain_scores_gemma":[0.9984157,0.000114415,0.000800276,0.0001695371,0.0002715637,0.0002284032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005338205,0.00001676991,0.9991283,0.00001120875,0.00004150374,0.0000569292,0.0001020135,0.00002199155,0.00004978227,0.000007308965,0.0001744303,0.0003363469],"study_design_scores_gemma":[0.000008668212,0.00004012075,0.9987386,0.00002380493,0.00004821677,0.000235283,0.0005034886,0.0001075968,0.00003473484,0.000008406591,0.0002458032,0.000005161617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972423,0.0004777914,0.0000411592,0.00004775652,0.000005398392,0.0000140121,0.001953187,0.000002519893,0.0002159139],"genre_scores_gemma":[0.9987036,0.0002286539,0.00003234899,0.00002202735,0.000005766378,0.00001809024,0.0008759839,0.000002248564,0.0001113547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08018453,"threshold_uncertainty_score":0.1594356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03644865728062453,"score_gpt":0.3689160402366945,"score_spread":0.33246738295607,"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."}}