{"id":"W7133283127","doi":"","title":"Avian influenza A(H5Nx) : public health knowledge gaps and research needs","year":2025,"lang":"en","type":"article","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Influenza A virus subtype H5N1; Public health; Agency (philosophy); Bird flu; Veterinary public health; Public health surveillance; Avian influenza virus; International health","routes":{"ca_aff":false,"ca_fund":false,"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":[0.02232695,0.001054951,0.002501667,0.005934731,0.006629004,0.009697132,0.004983525,0.005568092,0.030036],"category_scores_gemma":[0.04684036,0.000868741,0.001746947,0.008276003,0.004292471,0.006983546,0.006216082,0.005914093,0.005327304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06051841,"about_ca_system_score_gemma":0.4086818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9167352,"about_ca_topic_score_gemma":0.9279951,"domain_scores_codex":[0.9865648,0.002523787,0.001058373,0.0008025186,0.00490213,0.004148461],"domain_scores_gemma":[0.908891,0.03080479,0.003513191,0.001303749,0.04078066,0.01470667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001411156,0.0001824972,0.009038527,0.01493506,0.0001668311,0.0002052529,0.002030613,0.0006450434,0.0002730883,0.01097383,0.6384993,0.3229088],"study_design_scores_gemma":[0.00009236993,0.0001284094,0.04559045,0.0701484,0.0006535032,0.0003494936,0.0186343,0.001108418,0.000619336,0.02029114,0.842128,0.0002561382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004923626,0.2307955,0.0008639765,0.7068236,0.003246919,0.0002138693,0.0186571,0.0003731612,0.03410217],"genre_scores_gemma":[0.1355575,0.6462362,0.01526305,0.159167,0.00363366,0.0006627492,0.02791414,0.0001981361,0.0113676],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9167352,"threshold_uncertainty_score":0.4390939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596955740314025,"score_gpt":0.3460271365070007,"score_spread":0.3100575791038604,"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."}}