{"id":"W2988188005","doi":"10.4102/sajhivmed.v20i1.1030","title":"Southern African HIV Clinicians Society guideline for the prevention, diagnosis and management of cryptococcal disease among HIV-infected persons: 2019 update","year":2019,"lang":"en","type":"article","venue":"Southern African Journal of HIV Medicine","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Medical Research Council","keywords":"Medicine; Guideline; Human immunodeficiency virus (HIV); Disease; Family medicine; Alternative medicine; Clinical Practice; Public health; Clinical research; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005348098,0.000833619,0.001161823,0.003572139,0.0007987409,0.001517409,0.001893139,0.003469004,0.01054616],"category_scores_gemma":[0.01453321,0.0004715938,0.001360651,0.002327952,0.0005595077,0.001390473,0.001450627,0.003830906,0.005945191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001820507,"about_ca_system_score_gemma":0.009712149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01918897,"about_ca_topic_score_gemma":0.03350598,"domain_scores_codex":[0.9968764,0.0009340956,0.0006746658,0.00008090915,0.001220181,0.0002137223],"domain_scores_gemma":[0.9896304,0.001985609,0.001079176,0.0001105793,0.006534008,0.0006601749],"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":[0.00003135759,0.00009071673,0.001196057,0.001558718,0.00002991412,0.0003615304,0.0002439831,0.0002345852,0.0002448523,0.001046383,0.7826451,0.2123167],"study_design_scores_gemma":[0.00009225057,0.00006188935,0.005883392,0.01197215,0.0001071411,0.001472621,0.0002652483,0.0002531717,0.0001773639,0.001131701,0.9785491,0.00003395515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008016614,0.3226871,0.01214017,0.4337736,0.03274874,0.002919298,0.01469888,0.001646891,0.1713686],"genre_scores_gemma":[0.03878925,0.5844213,0.1123701,0.1271539,0.01850536,0.004432829,0.03262963,0.0005238645,0.08117389],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01918897,"threshold_uncertainty_score":0.03815454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984049644998968,"score_gpt":0.2951802219381146,"score_spread":0.2753397254881249,"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."}}