{"id":"W4416113249","doi":"10.1101/2025.11.09.686930","title":"Spillover of H5 influenza viruses to vampire bats at the marine-terrestrial interface","year":2025,"lang":"","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Biotechnology and Biological Sciences Research Council; National Institute of Allergy and Infectious Diseases; Medical Research Council; Department for Environment, Food and Rural Affairs, UK Government; Francis Crick Institute; Wellcome Trust; McGill University; U.S. Department of Health and Human Services; National Institutes of Health; Cancer Research UK; National Science Foundation; Villum Fonden","keywords":"Desmodus rotundus; Influenza A virus subtype H5N1; Morbillivirus; Influenza A virus; Biodiversity; Pandemic","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":[0.0001738272,0.0001982143,0.0001486929,0.0003477278,0.0006761576,0.0005617202,0.0002979215,0.000399342,0.001800386],"category_scores_gemma":[0.00027549,0.0001178077,0.0001688364,0.0001388585,0.0002135188,0.0002415649,0.0007263896,0.0003462157,0.0003395707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003656636,"about_ca_system_score_gemma":0.0002200977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007302332,"about_ca_topic_score_gemma":0.009148232,"domain_scores_codex":[0.9999008,0.00002276477,0.000004333907,0.00002632914,0.00001374487,0.00003209751],"domain_scores_gemma":[0.9998796,0.00002292901,0.00002618101,0.00001190195,0.00003427096,0.00002497606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002524791,0.00008102387,0.746825,0.000116275,0.0000930856,0.002480332,0.002245893,0.0003775345,0.2266999,0.0004099237,0.0005681753,0.01985024],"study_design_scores_gemma":[0.000007218688,0.0003114399,0.9797714,0.00007506122,0.00004208602,0.001814887,0.003598312,0.001284724,0.009844398,0.0002538092,0.002983908,0.00001265622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974499,0.0002253398,0.0002089386,0.00005206496,0.000004580351,0.00001171712,0.00007420579,0.0000106376,0.001962583],"genre_scores_gemma":[0.9991288,0.00008735347,0.0002636204,0.00003721235,0.000005426361,0.000007175068,0.00008747394,0.000001446969,0.0003815258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007302332,"threshold_uncertainty_score":0.01451969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06214769519036006,"score_gpt":0.344284106275953,"score_spread":0.2821364110855929,"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."}}