{"id":"W2947652166","doi":"10.1093/cid/ciz453","title":"Cryptococcal Meningitis Screening and Community-based Early Adherence Support in People With Advanced Human Immunodeficiency Virus Infection Starting Antiretroviral Therapy in Tanzania and Zambia: A Cost-effectiveness Analysis","year":2019,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Medical Research Council; European Commission","keywords":"Medicine; Confidence interval; Randomized controlled trial; Tanzania; Cost effectiveness; Cost-effectiveness analysis; Viral load; Pediatrics; Internal medicine; Immunology; Human immunodeficiency virus (HIV)","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":[0.006946564,0.00179586,0.002156761,0.001606373,0.0002890459,0.001185417,0.0009429411,0.001219505,0.003540602],"category_scores_gemma":[0.01151627,0.0007610745,0.006830515,0.0008767399,0.00057606,0.0008087414,0.001217274,0.001626221,0.00008392447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004763657,"about_ca_system_score_gemma":0.002652898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02392299,"about_ca_topic_score_gemma":0.02447832,"domain_scores_codex":[0.99629,0.002834696,0.0001757137,0.0001537698,0.0002011549,0.0003446734],"domain_scores_gemma":[0.9966544,0.002274403,0.0005964752,0.0000840579,0.0001216465,0.0002690433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3728572,0.007118517,0.1479759,0.02471409,0.07346795,0.001427826,0.0006124171,0.1786956,0.00379601,0.00414183,0.002912583,0.1822801],"study_design_scores_gemma":[0.1963138,0.1012775,0.3037366,0.01226651,0.1751528,0.001481559,0.00118441,0.1970728,0.002343821,0.004341131,0.00450397,0.0003250084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975094,0.01827564,0.001464982,0.001024782,0.00008350002,0.001663379,0.001254862,0.0000290412,0.00110992],"genre_scores_gemma":[0.9950117,0.002747476,0.001090816,0.0001596527,0.00002284987,0.0004417655,0.000342138,0.000003047765,0.0001804773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02392299,"threshold_uncertainty_score":0.04756749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04537147393201276,"score_gpt":0.3713135052611468,"score_spread":0.3259420313291341,"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."}}