{"id":"W4406167273","doi":"10.1093/mmy/myae115","title":"The evolution of HIV-associated cryptococcal meningitis in Uganda from 2010 to 2022","year":2024,"lang":"en","type":"article","venue":"Medical Mycology","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institute of Neurological Disorders and Stroke; Medical Research Council; National Institute of Allergy and Infectious Diseases; Grand Challenges Canada; Wellcome Trust","keywords":"Medicine; Cryptococcosis; Cohort; Meningitis; Cryptococcal meningitis; Flucytosine; Lumbar puncture; Population; Cohort study; Pediatrics; Prospective cohort study; Internal medicine; Amphotericin B; Human immunodeficiency virus (HIV); Immunology; Cerebrospinal fluid; Viral disease; Antifungal; Environmental health","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":[0.001235333,0.0004832243,0.0004242706,0.001818743,0.001180819,0.002029523,0.0005777615,0.0007814722,0.001235769],"category_scores_gemma":[0.003359021,0.0004794426,0.0004189606,0.002604071,0.0005891917,0.001292096,0.002373464,0.001060204,0.0003522307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635876,"about_ca_system_score_gemma":0.001846199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0337418,"about_ca_topic_score_gemma":0.04029901,"domain_scores_codex":[0.999094,0.0001861146,0.00008194655,0.0001260729,0.00009246083,0.0004194121],"domain_scores_gemma":[0.9987071,0.00009386475,0.0005758853,0.00006228162,0.0002671192,0.0002937754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002600396,0.00004535883,0.9862617,0.00007605721,0.00005173328,0.0005117699,0.001453262,0.0002000501,0.0004027713,0.0001115799,0.0008550568,0.00977057],"study_design_scores_gemma":[0.000008863374,0.00007528546,0.9941911,0.0001438154,0.00001660943,0.0007829084,0.002431068,0.0001408741,0.0001033569,0.00006060999,0.00203154,0.00001407258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967387,0.001114478,0.00005134192,0.0002552841,0.00001854731,0.00001730863,0.0008574444,0.000007248153,0.0009395977],"genre_scores_gemma":[0.9967862,0.001125441,0.0001360679,0.0002422328,0.00002160575,0.00005282664,0.001279179,0.000007368286,0.0003491653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0337418,"threshold_uncertainty_score":0.06709081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008793627784380158,"score_gpt":0.2827241347356833,"score_spread":0.2739305069513031,"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."}}