{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001351549,0.0001869905,0.0004954725,0.001829469,0.0004457624,0.000901555,0.0003414304,0.0003564819,0.0009905343],"category_scores_gemma":[0.006727545,0.0003070532,0.0003422047,0.002204305,0.0003625059,0.0006433219,0.0006725576,0.0003689706,0.00008667577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004644527,"about_ca_system_score_gemma":0.0005098998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00216323,"about_ca_topic_score_gemma":0.00321966,"domain_scores_codex":[0.998166,0.0005714984,0.0006691084,0.000172902,0.000290832,0.000129649],"domain_scores_gemma":[0.9939094,0.001281398,0.004203799,0.0001064274,0.0003039776,0.0001950402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001196582,0.00001646589,0.9935889,0.0001941627,0.00005760627,0.0004076119,0.0002570825,0.00002763871,0.0001175687,0.00001252026,0.0000873124,0.005113601],"study_design_scores_gemma":[0.0000207519,0.0003233093,0.9929028,0.0004593627,0.0001010693,0.004080364,0.001078464,0.0001269669,0.0001666102,0.00003130325,0.0006983861,0.0000106496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947837,0.004498944,0.00003298794,0.00007085057,0.000003404569,0.00001981319,0.0002603574,0.000001747382,0.0003281454],"genre_scores_gemma":[0.9978727,0.001759495,0.0001124725,0.00004997107,0.000007259479,0.00002032472,0.0001449529,8.116182e-7,0.00003203549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00216323,"threshold_uncertainty_score":0.007147789,"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."}}