{"id":"W4305071856","doi":"10.1371/journal.ppat.1010805","title":"An introduction to the Marburg virus vaccine consortium, MARVAC","year":2022,"lang":"en","type":"article","venue":"PLoS Pathogens","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Defense Threat Reduction Agency; Deutsches Zentrum für Infektionsforschung; Biomedical Advanced Research and Development Authority; World Health Organization; National Institutes of Health; U.S. Department of Health and Human Services; National Institute of Allergy and Infectious Diseases; Division of Intramural Research, National Institute of Allergy and Infectious Diseases; U.S. Department of Defense","keywords":"Marburg virus; Virology; Infectious disease (medical specialty); Medicine; Virus; Ebola virus; Disease; Internal medicine","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":[0.007831824,0.001071469,0.0005881828,0.00166111,0.001195087,0.004647933,0.001249881,0.003917039,0.02567086],"category_scores_gemma":[0.01104653,0.0005489769,0.0005838995,0.001059993,0.001637231,0.004328566,0.003409437,0.006948825,0.01142932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702351,"about_ca_system_score_gemma":0.00410234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002718892,"about_ca_topic_score_gemma":0.003814246,"domain_scores_codex":[0.9972464,0.001049517,0.0002768921,0.0003946332,0.0006524744,0.0003801533],"domain_scores_gemma":[0.9907289,0.002423166,0.001291499,0.0004225491,0.001975507,0.003158473],"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":[0.0002163445,0.0001371041,0.001123392,0.0004178755,0.00001533339,0.0003571369,0.0002492286,0.0002156564,0.002379427,0.0178169,0.8407476,0.136324],"study_design_scores_gemma":[0.00001019935,0.00004443541,0.0002943646,0.0001173034,0.000002395875,0.0001184447,0.00003390267,0.00003287379,0.000115696,0.0008803639,0.9983422,0.000007912608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007549332,0.1460182,0.03004507,0.4188012,0.2427065,0.001477375,0.007881294,0.004629347,0.1408916],"genre_scores_gemma":[0.03881849,0.1674226,0.06676368,0.189706,0.1336655,0.00180263,0.01399627,0.003882475,0.3839423],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02567086,"threshold_uncertainty_score":0.0858776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434127808157966,"score_gpt":0.301230350567337,"score_spread":0.2768890724857573,"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."}}