{"id":"W4407564453","doi":"10.1089/vim.2025.0014","title":"The True Extent of Avian Influenza Virus Infections: Knowns and Unknowns","year":2025,"lang":"en","type":"article","venue":"Viral Immunology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Virology; Influenza A virus subtype H5N1; Avian influenza virus; Virus; Biology; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Infectious disease (medical specialty); Pathology; Disease","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":[0.008724782,0.0002973424,0.0008085381,0.001753417,0.0008009796,0.003193135,0.0008206884,0.001173608,0.002474629],"category_scores_gemma":[0.01789624,0.0004723308,0.0003973457,0.001310259,0.006085679,0.009372455,0.001257721,0.002040216,0.0004177319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009322877,"about_ca_system_score_gemma":0.000842511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003697907,"about_ca_topic_score_gemma":0.007372833,"domain_scores_codex":[0.9972442,0.0010761,0.0003241552,0.0005378741,0.0006116987,0.0002059992],"domain_scores_gemma":[0.9712394,0.01816677,0.004009982,0.002620265,0.003054386,0.0009092482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001363688,0.0001879711,0.5822404,0.00267113,0.0009760454,0.0004769321,0.004527615,0.001439996,0.01811599,0.02753246,0.006251914,0.3542159],"study_design_scores_gemma":[0.00002737677,0.0003978038,0.8885796,0.00123762,0.0002838986,0.001774486,0.01212569,0.0009215256,0.002923352,0.03910367,0.05252063,0.0001044247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4515363,0.4683195,0.008031387,0.03683362,0.001682253,0.00004174836,0.001781393,0.00007439462,0.03169929],"genre_scores_gemma":[0.88557,0.102306,0.003200486,0.00319495,0.004159427,0.00002031408,0.0003213027,0.00002608608,0.001201434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008724782,"threshold_uncertainty_score":0.04614156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03313979585451302,"score_gpt":0.3667368966199654,"score_spread":0.3335971007654525,"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."}}