{"id":"W4302759310","doi":"10.1016/s2666-5247(22)00258-0","title":"Marburg virus outbreak in 2022: a public health concern","year":2022,"lang":"en","type":"letter","venue":"The Lancet Microbe","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Marburg virus; Filoviridae; Outbreak; Pandemic; Virology; Ebola virus; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Medicine; Virus; Disease; Viral disease","routes":{"ca_aff":true,"ca_fund":false,"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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001458879,0.0003248141,0.001035384,0.0003896433,0.0002799522,0.0001026778,0.0005455019,0.0003201547,0.006997629],"category_scores_gemma":[0.00007290128,0.0002291482,0.0002252942,0.0007516977,0.0001951143,0.00005923373,0.0005791566,0.005671478,0.0003414504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008996586,"about_ca_system_score_gemma":0.0008634279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005237431,"about_ca_topic_score_gemma":0.000547816,"domain_scores_codex":[0.996671,0.0006002407,0.0004698187,0.0005113641,0.0005306216,0.001216948],"domain_scores_gemma":[0.9984822,0.0001479658,0.000190269,0.000989804,0.0000734307,0.0001163632],"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":[0.00007188642,0.0000727732,0.0007150634,0.0002526128,0.00009598956,0.0004745998,0.0002705681,0.000001068026,0.000767406,0.00003346106,0.9921259,0.005118656],"study_design_scores_gemma":[0.001326368,0.0002713421,0.001031668,0.0001028782,0.00002036897,0.0004038117,0.00007330142,0.00002419422,0.00004840931,0.0000554475,0.9964306,0.0002116596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002634842,0.003702925,0.00001935159,0.9803414,0.0005421442,0.001020872,0.0004538606,0.0001145095,0.01117008],"genre_scores_gemma":[0.002431557,0.002521422,0.00004084139,0.9547677,0.005910559,0.0002431943,0.001035603,0.0001037801,0.03294533],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02557371,"threshold_uncertainty_score":0.9966225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281651002985442,"score_gpt":0.3637578275818955,"score_spread":0.2355927272833513,"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."}}