{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001319154,0.00005606594,0.0001700559,0.00001660997,0.0001371658,0.00001125076,0.0002023466,0.0000623657,0.00001178623],"category_scores_gemma":[0.0000813212,0.00002835023,0.00004795889,0.0001692667,0.0001137654,0.00002312928,0.00003806404,0.0001995791,0.00006761895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297228,"about_ca_system_score_gemma":0.0002974685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462808,"about_ca_topic_score_gemma":0.003083999,"domain_scores_codex":[0.9990014,0.0002179593,0.0001617186,0.0001048127,0.00003281717,0.0004812244],"domain_scores_gemma":[0.9993796,0.0003710381,0.00003346883,0.0001778392,0.00002171172,0.00001629932],"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":[0.001648207,0.00007087833,0.00136533,0.0002699764,0.0001439312,0.000003212633,0.0008033019,0.000004647598,0.003019649,0.09527501,0.5972722,0.3001236],"study_design_scores_gemma":[0.0005843524,0.0001813091,0.0132384,0.00006192391,0.000004232567,0.00001644007,0.0001437465,0.0000509659,0.0005767655,0.007065771,0.9780312,0.00004494274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4768555,0.3022381,0.001233704,0.1818584,0.006116976,0.003362674,0.003039023,0.0003495267,0.02494602],"genre_scores_gemma":[0.9959386,0.002625235,0.00001162574,0.0003255055,0.00008790958,0.00003711596,0.00001759374,0.000003857757,0.0009525744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.519083,"threshold_uncertainty_score":0.2211339,"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."}}