{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003983724,0.0003487747,0.0001872631,0.0004548168,0.002441153,0.0008259302,0.0006432257,0.0004294317,0.000983925],"category_scores_gemma":[0.0006394446,0.0001845175,0.0001513889,0.000503994,0.0005834097,0.0001863064,0.000422645,0.0005897169,0.0001608057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01296256,"about_ca_system_score_gemma":0.01605154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9830891,"about_ca_topic_score_gemma":0.9949582,"domain_scores_codex":[0.999733,0.00002106795,0.00001026273,0.00004193473,0.00009438617,0.00009931275],"domain_scores_gemma":[0.9991865,0.00002782866,0.0000599364,0.00002347107,0.0003830882,0.0003193081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000782907,0.000183541,0.9489321,0.000123803,0.0001499409,0.003310191,0.002608248,0.0002966409,0.01338651,0.0001605428,0.009035842,0.02102978],"study_design_scores_gemma":[0.0000119249,0.00008815082,0.9953101,0.00001472332,0.00001209954,0.0002223801,0.001533743,0.0001218343,0.0003106859,0.00001048764,0.00235496,0.000008820964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99319,0.0006833727,0.0001098365,0.0006305103,0.00002756437,0.00005664078,0.00143268,0.00002881988,0.00384063],"genre_scores_gemma":[0.9956852,0.000423415,0.000238375,0.0003607833,0.00001128802,0.00001466598,0.001043199,0.000005057576,0.002218037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01691091,"threshold_uncertainty_score":0.09405041,"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."}}