{"id":"W4400328058","doi":"10.4314/aamed.v17i3.9","title":"Socio-demographic Characteristics of Tuberculosis Mortality in Grootfontein District, Namibia: analysis of hospital data between 2018 and 2022","year":2024,"lang":"en","type":"article","venue":"Annales Africaines de Medecine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tuberculosis; Context (archaeology); Demography; Quarter (Canadian coin); Human immunodeficiency virus (HIV); Cause of death; Environmental health; Disease; Family medicine; Internal medicine; Geography","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":[0.000457407,0.0002185496,0.0001883194,0.001324935,0.0005086624,0.0005112908,0.0003468741,0.0002735581,0.00130292],"category_scores_gemma":[0.001346202,0.0001916967,0.0003028827,0.001782677,0.0002207021,0.0004401466,0.0005572166,0.0002871047,0.0002556128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369952,"about_ca_system_score_gemma":0.0006001241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0548403,"about_ca_topic_score_gemma":0.07185449,"domain_scores_codex":[0.9996774,0.0000834467,0.00005325138,0.00004101681,0.00005550273,0.0000893411],"domain_scores_gemma":[0.9994707,0.00005751936,0.0002842988,0.00001985707,0.00006309211,0.0001045149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002526831,0.0000145043,0.9986629,0.00001210619,0.00001172565,0.00008078445,0.0002633614,0.00002402651,0.0000641366,0.000008482086,0.0001433197,0.0006894332],"study_design_scores_gemma":[8.591642e-7,0.00001736411,0.9988319,0.000009066724,0.00000320456,0.00008399407,0.0008236654,0.00004785929,0.0000166854,0.000003886255,0.0001598917,0.000001696133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968701,0.0001293027,0.00002473988,0.00006676164,0.000003474262,0.00001365554,0.002517178,0.000002127589,0.0003726253],"genre_scores_gemma":[0.997807,0.00009026468,0.00004668627,0.00002713457,0.000005057263,0.00003760847,0.001791943,0.00000115043,0.0001931562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0548403,"threshold_uncertainty_score":0.1090422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05680476114347925,"score_gpt":0.3578274068257674,"score_spread":0.3010226456822881,"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."}}