{"id":"W4396764129","doi":"10.1016/s2214-109x(24)00187-6","title":"The surge of mpox in Africa: a call for action","year":2024,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; University of British Columbia; University of Manitoba; Public Health Agency of Canada; University of Ottawa","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Horizon 2020 Framework Programme; Universiteit Stellenbosch; KU Leuven; National Institutes of Health; International Development Research Centre; European and Developing Countries Clinical Trials Partnership; Kanazawa University; University of Wisconsin-Madison; Instituut voor Tropische Geneeskunde; University of Ottawa; Université de Montpellier; Yale University; Eberhard Karls Universität Tübingen; McMaster University; Faculty of Medicine and Health, University of Sydney; University of California, Los Angeles; Institut National de la Santé et de la Recherche Médicale; World Health Organization","keywords":"Outbreak; Monkeypox; Transmission (telecommunications); Geography; Case fatality rate; Socioeconomics; Democracy; Public health; Global health; Sexual transmission; Economic growth; Political science; Medicine; Virology; Environmental health; Human immunodeficiency virus (HIV); Biology; Population; Politics; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01618049,0.002548306,0.003882265,0.002793335,0.004383718,0.01260423,0.006247745,0.04393565,0.03681561],"category_scores_gemma":[0.02921908,0.001156454,0.002844316,0.002037496,0.01103486,0.02349325,0.008741495,0.03198732,0.01088293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00548998,"about_ca_system_score_gemma":0.0262118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01290502,"about_ca_topic_score_gemma":0.01800448,"domain_scores_codex":[0.9928227,0.002418952,0.0007850057,0.0008085701,0.00154433,0.001620458],"domain_scores_gemma":[0.9640329,0.01343928,0.00260964,0.001455551,0.006278749,0.01218383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003285932,0.0002666002,0.00228119,0.003361874,0.000127089,0.001829026,0.001675853,0.0002587467,0.001045031,0.00762652,0.8469037,0.1342958],"study_design_scores_gemma":[0.0001078854,0.000203033,0.00374117,0.005125635,0.0001026114,0.0009573828,0.007669738,0.000255053,0.0002785927,0.01958435,0.9618228,0.000151691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007818895,0.07253105,0.000386466,0.8977973,0.02618575,0.00002999859,0.0002083088,0.0002156573,0.001863599],"genre_scores_gemma":[0.02518937,0.1751395,0.006488502,0.6838451,0.1015184,0.000183078,0.000674134,0.0002090324,0.00675291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04393565,"threshold_uncertainty_score":0.1231605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07915685035588585,"score_gpt":0.3993819294801531,"score_spread":0.3202250791242672,"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."}}