{"id":"W3047051139","doi":"10.1186/s12879-020-05296-w","title":"Prevalence and nature of potential drug-drug interactions among hospitalized HIV patients presenting with suspected meningitis in Uganda","year":2020,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; Alliance for Accelerating Excellence in Science in Africa; National Institute of Neurological Disorders and Stroke; Medical Research Council; National Institute of Allergy and Infectious Diseases; African Academy of Sciences; New Partnership for Africa's Development; Grand Challenges Canada; Government of the United Kingdom; Wellcome Trust","keywords":"Medicine; Efavirenz; Drug; Internal medicine; Nevirapine; Fluconazole; Meningitis; Tuberculosis; Retrospective cohort study; Human immunodeficiency virus (HIV); Pediatrics; Antiretroviral therapy; Pharmacology; Immunology; Viral load; Pathology; Antifungal","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002736964,0.000161036,0.0002880647,0.0001209976,0.0001285662,0.0000296279,0.00003546178,0.00003205186,0.00006142534],"category_scores_gemma":[0.000362423,0.0001326565,0.00007944395,0.0003284891,0.0001310115,0.0001997873,0.00007179074,0.0002384616,0.000001775689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003946516,"about_ca_system_score_gemma":0.00004765913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001981133,"about_ca_topic_score_gemma":0.0002738632,"domain_scores_codex":[0.9990534,0.00005737741,0.0002423615,0.0002823283,0.0001914388,0.0001731515],"domain_scores_gemma":[0.999324,0.00008921423,0.000124709,0.0001159712,0.0002134508,0.0001326097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002106409,0.0003678807,0.9973919,0.0004762387,0.0001076176,0.00001774105,0.0006411705,0.00009056136,0.00005051229,0.00001407089,0.0006033033,0.00002829904],"study_design_scores_gemma":[0.002629043,0.0001720252,0.9954764,0.0002017317,0.0002784227,0.00000898928,0.0001924734,0.0006237229,0.0002379945,0.00001422207,0.00003023431,0.0001347818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978128,0.0004575493,0.00003500441,0.0001082562,0.0001205856,0.0005264768,0.00006796359,0.000108031,0.0007633457],"genre_scores_gemma":[0.9994599,0.00009567424,0.00005684535,0.00003484977,0.00008851452,0.00005474747,0.00003161101,0.00001928817,0.0001586226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002418402,"threshold_uncertainty_score":0.5409576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004481346217930576,"score_gpt":0.2319436792005398,"score_spread":0.2274623329826092,"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."}}