{"id":"W4381326162","doi":"10.1016/s2214-109x(23)00198-5","title":"Description of the first global outbreak of mpox: an analysis of global surveillance data","year":2023,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada; World Health Organization","keywords":"Outbreak; Global health; Geography; Virology; Environmental health; Political science; Medicine; Public health; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002866191,0.0005230966,0.0004412308,0.003434319,0.0002043755,0.000954996,0.0003166035,0.0003125363,0.0006455576],"category_scores_gemma":[0.004337225,0.0001960039,0.0008495268,0.004615115,0.0003670335,0.0006251349,0.001026122,0.0004293665,0.0001141296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005836361,"about_ca_system_score_gemma":0.000664592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102717,"about_ca_topic_score_gemma":0.01120542,"domain_scores_codex":[0.9984806,0.0004906572,0.0002257711,0.0003386922,0.0002521249,0.0002121461],"domain_scores_gemma":[0.9965063,0.0009509829,0.001427423,0.0004008844,0.0004770226,0.0002373513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000662669,0.00001692247,0.9923604,0.00009400174,0.0001852697,0.0001674867,0.0002608767,0.0004335162,0.0003459442,0.00005797197,0.0006064195,0.005404979],"study_design_scores_gemma":[0.000004870337,0.00004682786,0.9977234,0.00003797143,0.00005103234,0.0002828072,0.0004128751,0.0005192111,0.0001180762,0.00002867234,0.0007689952,0.000005267757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888277,0.0007122655,0.0007353011,0.0001106126,0.000008461856,0.00008631899,0.008720765,0.00003410492,0.0007645842],"genre_scores_gemma":[0.9861311,0.0004336986,0.001432165,0.00005631314,0.0000128977,0.00007063163,0.01176325,0.00001309504,0.00008675833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01102717,"threshold_uncertainty_score":0.02192593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07923351540099494,"score_gpt":0.3767380644394062,"score_spread":0.2975045490384113,"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."}}