{"id":"W4205771890","doi":"10.2903/j.efsa.2022.7122","title":"Avian influenza overview May – September 2021","year":2022,"lang":"en","type":"article","venue":"EFSA Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"Influenza A virus subtype H5N1; Overwintering; Highly pathogenic; Virus; Biology; Waterfowl; Influenza A virus; Reassortment; Poultry farming; Bird migration; Veterinary medicine; Virology; Geography; Zoology; Ecology; Coronavirus disease 2019 (COVID-19); Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001157482,0.0001631501,0.000339903,0.0002199198,0.0008534188,0.00006072373,0.000205155,0.00003652025,0.04208603],"category_scores_gemma":[0.0002483365,0.0001350785,0.0002241738,0.0003772366,0.00007893394,0.000133838,0.0003880001,0.001421207,0.0007250973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003965047,"about_ca_system_score_gemma":0.0003060747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001845693,"about_ca_topic_score_gemma":0.00000488251,"domain_scores_codex":[0.9974813,0.0002678277,0.0003920281,0.0001914908,0.00114176,0.0005255392],"domain_scores_gemma":[0.9989966,0.00007820086,0.0001284847,0.0002862674,0.0002023577,0.0003081465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001047118,0.0006417817,0.1863526,0.0002286068,0.001206261,0.004398477,0.002412711,0.0003428644,0.00359782,0.0008754465,0.7436516,0.05524472],"study_design_scores_gemma":[0.002009386,0.0003289214,0.03790507,0.0000696514,0.00005892523,0.00174396,0.0004645783,0.00002717055,0.0001741506,0.0002346793,0.9568436,0.0001398852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6666842,0.08408795,0.0000549661,0.01129731,0.002108015,0.001060374,0.00008736131,0.0001108188,0.2345091],"genre_scores_gemma":[0.7436991,0.007029222,0.004293471,0.07364938,0.008493907,0.0003979197,0.00003675763,0.0003465693,0.1620537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.213192,"threshold_uncertainty_score":0.9587896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372249180971101,"score_gpt":0.4273839382937462,"score_spread":0.2901590201966361,"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."}}