{"id":"W4414167627","doi":"10.7589/jwd-d-24-00199","title":"OBSERVATIONAL, VIROLOGIC, AND SEROLOGIC DATA PROVIDE INSIGHTS INTO AN OUTBREAK OF HIGHLY PATHOGENIC AVIAN INFLUENZA AMONG WILD BIRDS ON THE YUKON-KUSKOKWIM DELTA, ALASKA, USA, IN 2022","year":2025,"lang":"en","type":"article","venue":"Journal of Wildlife Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; U.S. Geological Survey; U.S. Fish and Wildlife Service; U.S. Department of Agriculture; U.S. Department of Health and Human Services; National Institutes of Health; National Science Foundation","keywords":"Goose; Waterfowl; Influenza A virus subtype H5N1; Outbreak; Clade; Branta; Highly pathogenic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002932045,0.0002487871,0.0001252938,0.0006516498,0.0003656724,0.0004157721,0.0002152092,0.000273562,0.0005553304],"category_scores_gemma":[0.0005589459,0.0001961883,0.0001360439,0.0005676245,0.0003223357,0.0002918766,0.0003640609,0.000175384,0.0001355822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004136446,"about_ca_system_score_gemma":0.0005210256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04925252,"about_ca_topic_score_gemma":0.1757003,"domain_scores_codex":[0.9998184,0.00003910866,0.0000267385,0.00004150853,0.00003974947,0.00003450254],"domain_scores_gemma":[0.9993991,0.00007156051,0.0002617131,0.00003662508,0.0001175331,0.0001134499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002382502,0.00001288588,0.9981843,0.000009243406,0.00001669771,0.00008104305,0.0001721459,0.00002468366,0.0007646653,0.000003130147,0.00005046986,0.0006568157],"study_design_scores_gemma":[7.594846e-7,0.00001805984,0.999329,0.000002594812,0.000004663237,0.00007097529,0.0003926658,0.00003957851,0.0000463307,0.000002372153,0.00009215629,9.742477e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993144,0.00006555669,0.00004677563,0.000008826729,0.00000298052,0.00000579739,0.0002929033,0.000002643475,0.0002601444],"genre_scores_gemma":[0.9987078,0.00008481282,0.0001783074,0.00001874464,0.000003957159,0.000005986802,0.000828684,8.359224e-7,0.0001709778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04925252,"threshold_uncertainty_score":0.09793168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041704360568868,"score_gpt":0.3712865501238991,"score_spread":0.2671161140670123,"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."}}