{"id":"W2803792821","doi":"10.1093/ofid/ofy122","title":"Detrimental Outcomes of Unmasking Cryptococcal Meningitis With Recent ART Initiation","year":2018,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases; Grand Challenges Canada; National Institute of Neurological Disorders and Stroke; Medical Research Council; Department for International Development; Department for International Development, UK Government; Wellcome Trust","keywords":"Medicine; Art therapy; Meningitis; Cryptococcal meningitis; Cryptococcosis; Antiretroviral therapy; Amphotericin B; Population; Pediatrics; Internal medicine; Human immunodeficiency virus (HIV); Viral load; Immunology; Dermatology; Antifungal; Viral disease; Physical therapy","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":[0.00006447403,0.0001546433,0.000347727,0.0001235853,0.00030125,0.00005981205,0.00006865645,0.00003886377,0.0007812671],"category_scores_gemma":[0.0001327507,0.0001148005,0.00007784219,0.0003133627,0.0001750912,0.0002454377,0.000140063,0.00007160549,0.0000690814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001114045,"about_ca_system_score_gemma":0.0001038364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001506836,"about_ca_topic_score_gemma":0.0002420051,"domain_scores_codex":[0.9991053,0.00002873793,0.000240133,0.0002168719,0.0001878916,0.0002211149],"domain_scores_gemma":[0.9992233,0.00006793845,0.0001279453,0.0002012804,0.0002687346,0.0001108059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002165075,0.0005620907,0.9889915,0.00002276928,0.0003153228,0.000008257563,0.00008447721,0.000003312212,0.0002705049,0.001202209,0.005312711,0.003010319],"study_design_scores_gemma":[0.003655412,0.003956503,0.9696531,0.0002077706,0.0004112496,0.00007517623,0.0004152858,0.00003404434,0.006519326,0.0005743392,0.01424379,0.0002539656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8134775,0.000148214,0.000395351,0.0006843222,0.0002956406,0.001149422,0.00005410873,0.0001095193,0.183686],"genre_scores_gemma":[0.998681,0.00005872906,0.0001967062,0.0004033555,0.00006588055,0.0001191437,0.00004695646,0.00002156856,0.0004066608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1852036,"threshold_uncertainty_score":0.8554327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888047981660659,"score_gpt":0.3152160348149208,"score_spread":0.2963355549983142,"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."}}