{"id":"W4413766525","doi":"10.1111/zph.70006","title":"A Rapid Review Contrasting the Evidence on Avian Influenza A(<scp>H5Nx</scp>) Clades 2.3.4.4b and 2.3.2.1c in Humans","year":2025,"lang":"en","type":"review","venue":"Zoonoses and Public Health","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Clade; Biology; Influenza A virus subtype H5N1; Zoology; Microbiology; Virology; Genetics; Virus; Phylogenetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002552953,0.0005011226,0.00231566,0.0004485644,0.0004289704,0.0001732876,0.000176919,0.0002535088,0.00003882036],"category_scores_gemma":[0.003825741,0.0003023991,0.0002636724,0.001020015,0.0001724214,0.0001867973,0.0001140365,0.001172461,0.00001149255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002259349,"about_ca_system_score_gemma":0.001790504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00091073,"about_ca_topic_score_gemma":0.0003114186,"domain_scores_codex":[0.9963869,0.0008384534,0.00118508,0.0006522209,0.0002437083,0.0006936542],"domain_scores_gemma":[0.9958894,0.002536033,0.0005158813,0.0005357807,0.0001030442,0.0004198699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001760066,0.00007359604,0.001038083,0.09032568,0.00006792309,0.000006404072,0.0001488317,1.982827e-8,2.538831e-8,0.0008751823,0.003742719,0.9037198],"study_design_scores_gemma":[0.0002356034,0.0004730923,0.00190425,0.1866532,0.0002077086,0.00005635117,0.0001170898,0.000002474872,2.732943e-8,0.00001536684,0.8102368,0.00009801548],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000281151,0.9910641,0.00001477557,0.004264802,0.0001843078,0.00267593,0.00003622165,0.00006399766,0.001414746],"genre_scores_gemma":[0.000404888,0.9848199,0.0000250771,0.01390346,0.0002483585,0.0002542987,0.00003812533,0.00003456927,0.0002712742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9036218,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.227974466292262,"score_gpt":0.4354637581905407,"score_spread":0.2074892918982787,"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."}}