{"id":"W4389795292","doi":"10.2147/idr.s433695","title":"Drug-Resistant TB, HIV and COVID-19 Co-Infection: Case Reviews from Kwa-Zulu Natal, South Africa","year":2023,"lang":"en","type":"article","venue":"Infection and Drug Resistance","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"Medical Research Council; Department of Science and Technology, Ministry of Science and Technology, India; European and Developing Countries Clinical Trials Partnership; South African Medical Research Council; Department of Science and Innovation, South Africa","keywords":"Medicine; Azithromycin; Tuberculosis; Immune reconstitution inflammatory syndrome; Internal medicine; Transmission (telecommunications); Immunology; Viral load; Antiretroviral therapy; Human immunodeficiency virus (HIV); Antibiotics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421156,0.0002765396,0.0006351757,0.0003142171,0.000567314,0.00006993976,0.00004695274,0.0001425041,0.0002839986],"category_scores_gemma":[0.002582524,0.0002307624,0.0001405014,0.0006506731,0.0002926264,0.0001469712,0.00007274507,0.0004170295,0.0003250872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001818461,"about_ca_system_score_gemma":0.0001336199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974134,"about_ca_topic_score_gemma":0.005292182,"domain_scores_codex":[0.9975084,0.0005281407,0.0005332089,0.000674766,0.000253319,0.000502147],"domain_scores_gemma":[0.9978246,0.0007168358,0.0001687406,0.0004256616,0.0000888256,0.0007753234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009606732,0.0001102835,0.113752,0.001122656,0.000146939,0.002030069,0.002740199,0.000008407496,0.0009840674,0.0005341346,0.8754396,0.002170947],"study_design_scores_gemma":[0.001655477,0.00006009747,0.02668223,0.0001800451,0.00008658366,0.0003648338,0.0002647933,0.0002295258,0.0001195906,0.0005425199,0.9695522,0.0002621456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497059,0.01848039,0.0006658633,0.01761458,0.0003783358,0.001231591,0.0002864506,0.000650278,0.01098658],"genre_scores_gemma":[0.9568764,0.02091577,0.0001778303,0.002625185,0.0004462371,0.0002083908,0.0001817055,0.00004252175,0.01852596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09411257,"threshold_uncertainty_score":0.9410219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05973228632168954,"score_gpt":0.3662646370364343,"score_spread":0.3065323507147448,"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."}}