{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003468135,0.0006033338,0.0003697218,0.001594569,0.0006678095,0.002755815,0.0006076643,0.001172062,0.002372555],"category_scores_gemma":[0.01098535,0.0001854788,0.0002365635,0.0008057308,0.0006717825,0.004222423,0.001774921,0.0009589252,0.0004111516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283246,"about_ca_system_score_gemma":0.001593189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00650443,"about_ca_topic_score_gemma":0.006258551,"domain_scores_codex":[0.9981313,0.0006098527,0.0001677718,0.0002054903,0.0006469114,0.000238644],"domain_scores_gemma":[0.9944825,0.001512734,0.001686055,0.0001056764,0.00162067,0.0005923887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002806603,0.0001381204,0.9242459,0.0004997011,0.0001058499,0.0005777459,0.0009405834,0.00571815,0.001983549,0.002273629,0.003740764,0.05949539],"study_design_scores_gemma":[0.00003081959,0.001607067,0.89053,0.0009622163,0.0001221228,0.002111655,0.02086701,0.04545591,0.002568589,0.01119486,0.02439829,0.0001513626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417589,0.008865454,0.007281141,0.01005681,0.0003413435,0.0002476594,0.001693536,0.000172347,0.02958284],"genre_scores_gemma":[0.9926957,0.002845131,0.002355247,0.0006632897,0.0001574573,0.0000400416,0.0006101945,0.000007659476,0.0006252582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00650443,"threshold_uncertainty_score":0.01834148,"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."}}