{"id":"W4321600447","doi":"10.1186/s13643-023-02175-8","title":"A systematic review of risk factors for mortality among tuberculosis patients in South Africa","year":2023,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; Department for International Development; Medical Research Council; South African Medical Research Council; Department for International Development, UK Government; Asociación Española de Pediatría; European and Developing Countries Clinical Trials Partnership; Fundación Ramón Areces; Bill and Melinda Gates Foundation","keywords":"Medicine; Tuberculosis; Case fatality rate; Meta-analysis; Cohort study; Demography; Pediatrics; Internal medicine; Epidemiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009976122,0.001927963,0.01054664,0.0124898,0.0007934871,0.002869053,0.001832897,0.001839955,0.003892705],"category_scores_gemma":[0.04209602,0.001159013,0.01063624,0.01165215,0.0008705756,0.002293089,0.001511325,0.001333618,0.0002774148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003603885,"about_ca_system_score_gemma":0.0122242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007192235,"about_ca_topic_score_gemma":0.02166977,"domain_scores_codex":[0.9894974,0.004029629,0.004122461,0.000684561,0.001420527,0.0002453742],"domain_scores_gemma":[0.9700347,0.02070346,0.006494936,0.0003700382,0.002108626,0.0002881263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001810226,0.00001280729,0.001068773,0.9654375,0.01356599,0.00009723507,0.0001756364,0.00007757766,0.0001116367,0.00009612947,0.0007836253,0.0183922],"study_design_scores_gemma":[0.0002894404,0.0003006473,0.006699004,0.8432747,0.1365935,0.000428434,0.0002740361,0.00008779997,0.0001564267,0.0002201991,0.01163733,0.00003859584],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001266737,0.9975429,0.0001059648,0.0002026615,0.00008713276,0.0003055664,0.0003440055,0.000006598654,0.0001384771],"genre_scores_gemma":[0.01553073,0.9822329,0.0007417644,0.0003727355,0.00008920621,0.0006860775,0.000258511,0.000004912756,0.00008322208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0124898,"threshold_uncertainty_score":0.05275941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659301139561341,"score_gpt":0.4214628600279859,"score_spread":0.2555327460718519,"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."}}