{"id":"W3048012259","doi":"10.1016/s0140-6736(20)31316-7","title":"Mortality in adults with multidrug-resistant tuberculosis and HIV by antiretroviral therapy and tuberculosis drug use: an individual patient data meta-analysis","year":2020,"lang":"en","type":"review","venue":"The Lancet","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Fogarty International Center; National Institutes of Health","keywords":"Tuberculosis; Medicine; Human immunodeficiency virus (HIV); Drug; Antiretroviral therapy; Antiretroviral drug; Multiple drug resistance; Intensive care medicine; Drug resistance; Virology; Viral load; Pharmacology; Pathology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00223415,0.0008679522,0.008231664,0.0003308695,0.0001564419,0.0001744917,0.0009750836,0.0003179473,0.00007951802],"category_scores_gemma":[0.0004439809,0.0004323804,0.0006437341,0.001192854,0.000484173,0.0003747486,0.0006873828,0.00139932,0.000007396566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006968509,"about_ca_system_score_gemma":0.0001551268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004953155,"about_ca_topic_score_gemma":0.002245252,"domain_scores_codex":[0.9926942,0.002736769,0.001145434,0.00170504,0.0008340419,0.000884495],"domain_scores_gemma":[0.9949905,0.001047598,0.0004430178,0.002900715,0.00007911771,0.0005390922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002312145,0.0008519665,0.1011702,0.01121961,0.4217646,0.0003906611,0.002446844,0.000004144992,0.000005344521,0.00005781051,0.02676736,0.4330093],"study_design_scores_gemma":[0.003404855,0.001372708,0.03968204,0.001384889,0.3470552,0.00009785477,0.000411631,0.001119028,0.000003064141,0.00001316372,0.604261,0.001194562],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07409684,0.9104115,0.000002619688,0.003099342,0.00001651033,0.001806099,0.01048004,0.00005715697,0.00002984725],"genre_scores_gemma":[0.0135317,0.9749573,0.0004670875,0.001513479,0.0001876024,0.0002553299,0.00897891,0.00008253338,0.00002603158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5774937,"threshold_uncertainty_score":0.9998128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2170824081119113,"score_gpt":0.3957543320090247,"score_spread":0.1786719238971133,"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."}}