{"id":"W4386154163","doi":"10.3201/eid2910.230536","title":"Limited Outbreak of Highly Pathogenic Influenza A(H5N1) in Herring Gull Colony, Canada, 2022","year":2023,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Wildlife Health Cooperative","keywords":"Larus; Herring gull; Outbreak; Influenza A virus subtype H5N1; Seabird; Herring; Biology; Limiting; Zoology; Geography; Influenza A virus; Transmission (telecommunications); Fishery; Virology; Ecology; Virus; Fish <Actinopterygii>; Predation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002842952,0.0002636151,0.0005530757,0.0007035588,0.0001845149,0.00001640642,0.0001492932,0.00007310232,0.0001500367],"category_scores_gemma":[0.001728971,0.0002614959,0.0001567749,0.001822234,0.0001257246,0.0001048113,0.0002708134,0.000307574,0.00005063755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005665734,"about_ca_system_score_gemma":0.001003306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2177762,"about_ca_topic_score_gemma":0.2375935,"domain_scores_codex":[0.9974412,0.0001273746,0.0005658515,0.0003975343,0.0007480378,0.0007199581],"domain_scores_gemma":[0.9985881,0.0003140877,0.0001420123,0.0004363345,0.0002586637,0.0002607919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002223494,0.0002122928,0.9769336,0.0004390138,0.0002591428,0.0004169127,0.0003956436,0.002252494,0.004129268,0.00006603263,0.01241542,0.002257808],"study_design_scores_gemma":[0.00238056,0.0002132976,0.9734724,0.0002766997,0.000122412,0.00001102967,0.0004114386,0.00082541,0.000675633,0.00007790934,0.02125233,0.0002808584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939528,0.002180046,0.000002116014,0.0003659841,0.0002829186,0.0005333306,0.0001777748,0.0002937221,0.002211331],"genre_scores_gemma":[0.9979883,0.0003534769,0.000008348276,0.0007866507,0.0001326892,0.0001602332,0.0000456129,0.00005279059,0.0004719143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01981735,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03150217748516273,"score_gpt":0.3280553718319755,"score_spread":0.2965531943468128,"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."}}