{"id":"W4413536850","doi":"10.64628/aam.3k5dk6m3d","title":"Climate change is helping the H5N1 bird flu virus spread and evolve","year":2024,"lang":"en","type":"article","venue":"","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Influenza A virus subtype H5N1; Bird flu; Avian influenza virus; Climate change; Virus; Virology; Geography; Biology; Ecology","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":[0.0009163919,0.0002571177,0.0002175589,0.0003829713,0.0009630091,0.001861036,0.0002468934,0.001462123,0.007057142],"category_scores_gemma":[0.001833073,0.0001180233,0.000422637,0.000389832,0.0007811234,0.001428493,0.0008626933,0.001079876,0.0009019558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000850436,"about_ca_system_score_gemma":0.001327094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0138639,"about_ca_topic_score_gemma":0.02148215,"domain_scores_codex":[0.999548,0.0001073418,0.00002170113,0.00005313502,0.00007097765,0.0001987743],"domain_scores_gemma":[0.9991052,0.0001023278,0.0002324358,0.00003813758,0.0002163726,0.0003054781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008836152,0.0004601948,0.6699593,0.0006575573,0.0006639782,0.001043634,0.002813728,0.003271729,0.01436016,0.01229557,0.07730231,0.2162882],"study_design_scores_gemma":[0.00005550603,0.0003833541,0.7580918,0.0002844128,0.0002055227,0.000395128,0.007038509,0.001038071,0.001448978,0.007635269,0.2233418,0.00008162772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6819746,0.0273929,0.002057012,0.1820272,0.01129892,0.00007140436,0.00228569,0.000208187,0.09268406],"genre_scores_gemma":[0.970755,0.008819529,0.0007651615,0.01181447,0.002645169,0.00001286429,0.0004221662,0.00002916158,0.004736478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0138639,"threshold_uncertainty_score":0.02756637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05012337731918605,"score_gpt":0.3338516306870219,"score_spread":0.2837282533678359,"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."}}