{"id":"W4293105601","doi":"10.26355/eurrev_202208_29436","title":"Human monkeypox outbreak: global prevalence and biological, epidemiological and clinical characteristics - observational analysis between 1970-2022.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Monkeypox; Outbreak; Epidemiology; Medicine; Public health; Virology; Pathology; 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":[0.00073414,0.0003400533,0.0002645272,0.001629103,0.0004354136,0.0006463173,0.000288724,0.0004596414,0.001221036],"category_scores_gemma":[0.001439959,0.0003121777,0.0004493206,0.002000479,0.0003841908,0.0009961464,0.0008177493,0.0005790529,0.0004449717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007508154,"about_ca_system_score_gemma":0.0006747742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02851582,"about_ca_topic_score_gemma":0.02300729,"domain_scores_codex":[0.9995878,0.00008567352,0.0000474368,0.00009467625,0.00007738783,0.0001070231],"domain_scores_gemma":[0.9986965,0.0001451322,0.0006830366,0.00007627272,0.000178321,0.0002207818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008050926,0.00002327715,0.9989477,0.00001562649,0.000022579,0.00009623252,0.00009086989,0.00003261282,0.00006594811,0.000007251881,0.000188767,0.0004287252],"study_design_scores_gemma":[0.000004767948,0.00005968248,0.9987885,0.00001123478,0.000009665326,0.0002908108,0.000494067,0.00006727082,0.00002344996,0.000007484586,0.0002398278,0.000003236278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943744,0.0005334685,0.00007041996,0.00005649845,0.000006515748,0.00003244643,0.004232302,0.000006146993,0.0006877835],"genre_scores_gemma":[0.9940037,0.000384625,0.00008026289,0.0000415969,0.00001707993,0.00003053423,0.005221256,0.000003130186,0.0002177959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02851582,"threshold_uncertainty_score":0.05669969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453897211911241,"score_gpt":0.3543951796825144,"score_spread":0.2090054584913902,"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."}}