{"id":"W4390734723","doi":"10.1101/2024.01.05.574233","title":"Wild bird mass mortalities in eastern Canada associated with the Highly Pathogenic Avian Influenza A(H5N1) virus, 2022","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Cégep de Rivière-du-Loup; Université du Québec à Montréal; Memorial University of Newfoundland; University of Prince Edward Island; Université du Québec à Rimouski; Environment and Climate Change Canada","funders":"","keywords":"Influenza A virus subtype H5N1; Uria aalge; Waterfowl; Population; Geography; Outbreak; Wildlife; Fishery; Biology; Demography; Socioeconomics; Ecology; Seabird; Virus; Predation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003063266,0.0004230719,0.0001469726,0.001072146,0.001516537,0.0008252776,0.0005536286,0.0002893564,0.001266617],"category_scores_gemma":[0.0006362573,0.0002050863,0.0003094489,0.001272137,0.0004151589,0.0002899739,0.0005760561,0.0004142172,0.000169232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009984682,"about_ca_system_score_gemma":0.005368747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9738188,"about_ca_topic_score_gemma":0.9911737,"domain_scores_codex":[0.999727,0.00001493089,0.00001559854,0.00004469613,0.000109291,0.00008848459],"domain_scores_gemma":[0.9993549,0.00002068115,0.0001289223,0.00001811613,0.0003215921,0.00015585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009482459,0.0000287037,0.9944805,0.00001894068,0.00005211124,0.0002177722,0.000196524,0.0002601954,0.0003128864,0.00003412982,0.001552405,0.002750882],"study_design_scores_gemma":[0.000002899262,0.00001974607,0.9985844,0.000009073204,0.00001154368,0.0000554986,0.0004612884,0.0003160823,0.00004964468,0.000009167925,0.0004759326,0.000004858403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921461,0.0003962451,0.0000726431,0.0001214849,0.00001380893,0.00002217555,0.005538571,0.00001390476,0.00167509],"genre_scores_gemma":[0.9945116,0.0002266486,0.0001105038,0.00006340723,0.000005906815,0.00001017416,0.003976413,0.000003244477,0.001091965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02618116,"threshold_uncertainty_score":0.07244432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954448235461272,"score_gpt":0.267289760684299,"score_spread":0.2377452783296863,"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."}}