{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00125245,0.001241894,0.0004891308,0.001147371,0.002712016,0.004857581,0.0009178499,0.005497739,0.03265273],"category_scores_gemma":[0.003323502,0.0004290088,0.0009769254,0.0009346282,0.0007480568,0.003452103,0.003175785,0.004514282,0.0110123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00263953,"about_ca_system_score_gemma":0.00735206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03640502,"about_ca_topic_score_gemma":0.04380067,"domain_scores_codex":[0.9992535,0.0001478393,0.00004840255,0.00007592818,0.000215344,0.000258998],"domain_scores_gemma":[0.9981306,0.000129446,0.0002105977,0.00004833576,0.0005320249,0.0009490395],"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":[0.0001273768,0.00005916287,0.005780758,0.0005109018,0.00003319711,0.00103808,0.0004808055,0.00006705803,0.0004037958,0.001169535,0.9462031,0.04412624],"study_design_scores_gemma":[0.00006621327,0.0001398978,0.02955249,0.002513247,0.00004868925,0.001298047,0.003799588,0.000242434,0.0004564761,0.00230352,0.9595263,0.00005308323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01824911,0.09364912,0.001128363,0.706225,0.06194346,0.0004300473,0.01839312,0.001250691,0.09873106],"genre_scores_gemma":[0.2020093,0.1923728,0.004263483,0.3331628,0.06061802,0.0007741034,0.04696035,0.0007063964,0.1591328],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03640502,"threshold_uncertainty_score":0.1092343,"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."}}