{"id":"W4378087326","doi":"10.31718/2077-1096.23.2.1.73","title":"ASSESSING THE CURRENT THREAT OF MONKEYPOX EPIDEMIC EMERGENCE","year":2023,"lang":"en","type":"article","venue":"Актуальні проблеми сучасної медицини Вісник Української медичної стоматологічної академії","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Monkeypox; Outbreak; Public health; Geography; Pandemic; China; Disease control; Socioeconomics; Environmental health; Coronavirus disease 2019 (COVID-19); Medicine; Disease; Infectious disease (medical specialty); Virology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003324986,0.001242677,0.001672311,0.001108267,0.001436773,0.0002132639,0.003016745,0.0007527532,0.002241864],"category_scores_gemma":[0.00172428,0.0009349344,0.001094501,0.003488701,0.001926908,0.001077765,0.001378975,0.00260212,0.009509038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002579845,"about_ca_system_score_gemma":0.001188782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009750824,"about_ca_topic_score_gemma":0.0002025297,"domain_scores_codex":[0.9904866,0.00146161,0.002135754,0.00175723,0.0008210787,0.003337679],"domain_scores_gemma":[0.9935392,0.001833089,0.0009487724,0.002683034,0.0006254526,0.0003704395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005359447,0.0009651922,0.03412208,0.0006696738,0.001442267,0.0001711964,0.002788147,0.0004975882,0.3024976,0.01046905,0.3084932,0.337348],"study_design_scores_gemma":[0.00699219,0.001063206,0.1339653,0.001341776,0.000862811,0.0004902179,0.003520481,0.002214049,0.1697064,0.02235257,0.6534367,0.00405435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198813,0.03348716,0.001267386,0.004935824,0.009412925,0.003008703,0.0006985945,0.002031372,0.02527669],"genre_scores_gemma":[0.9830139,0.005816674,0.000208952,0.0003356948,0.0005135764,0.0003594682,0.0006515915,0.0002299372,0.008870152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3449434,"threshold_uncertainty_score":0.9998632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08105948064329649,"score_gpt":0.3960988189735549,"score_spread":0.3150393383302584,"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."}}