{"id":"W4403547174","doi":"10.2807/1560-7917.es.2024.29.42.2400647","title":"Epidemiological analysis of confirmed mpox cases, Burundi, 3 July to 9 September 2024","year":2024,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Ontario; University of Toronto; Université de Montréal","funders":"","keywords":"Epidemiology; Outbreak; Public health; Medicine; Public health interventions; Population; Demography; Psychological intervention; Environmental health; Geography; Virology; Internal medicine; 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":[0.0005263787,0.0003901019,0.0002419879,0.001623319,0.000540994,0.0005830419,0.0004380045,0.0004560794,0.0008568301],"category_scores_gemma":[0.0013409,0.0003176347,0.0002627464,0.0008977306,0.0003910029,0.0002942771,0.0005683147,0.0003193205,0.000234517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007468406,"about_ca_system_score_gemma":0.0004582284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02511985,"about_ca_topic_score_gemma":0.02986219,"domain_scores_codex":[0.9995521,0.00009583506,0.00005327182,0.00006510053,0.00008984465,0.0001439062],"domain_scores_gemma":[0.9993533,0.00008584011,0.0002910466,0.00003005064,0.0001510376,0.00008860831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001300655,0.00003340237,0.9956523,0.0000218862,0.0000172752,0.0006957909,0.0004390581,0.00008856037,0.001074649,0.0000176201,0.0002896909,0.001539691],"study_design_scores_gemma":[0.000003778934,0.00006637162,0.9985298,0.00001084944,0.000005886734,0.0004236971,0.0004925876,0.00007962505,0.00009575796,0.000004759054,0.0002850222,0.000001906809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986738,0.0001023456,0.00005272924,0.00002851683,0.000005467557,0.00002268589,0.0005865768,0.000004264066,0.0005235578],"genre_scores_gemma":[0.9972454,0.00017778,0.0002053663,0.00003078916,0.0000125866,0.00003054885,0.001967353,0.000002217432,0.000328027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02511985,"threshold_uncertainty_score":0.04994726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567055504457607,"score_gpt":0.3320576988045266,"score_spread":0.2963871437599506,"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."}}