{"id":"W4290973805","doi":"10.2903/j.efsa.2022.7415","title":"Avian influenza overview March – June 2022","year":2022,"lang":"en","type":"article","venue":"EFSA Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Influenza A virus subtype H5N1; Biology; Virology; Virus","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001603089,0.0001677814,0.0003634,0.0003415384,0.001145823,0.00005660457,0.0002938914,0.00003499009,0.01826639],"category_scores_gemma":[0.0003979386,0.000143781,0.0002136165,0.0005431263,0.00009960175,0.0001263307,0.0005851493,0.001912789,0.000242177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004980003,"about_ca_system_score_gemma":0.0003978841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002778685,"about_ca_topic_score_gemma":0.00000751712,"domain_scores_codex":[0.9969441,0.0002992383,0.0004312175,0.0002124876,0.001497332,0.0006155863],"domain_scores_gemma":[0.9989112,0.00009991402,0.0001319096,0.0003187076,0.0002089796,0.0003292804],"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":[0.002598703,0.0009570621,0.1392419,0.0004204956,0.00135833,0.005685512,0.003088608,0.0002541829,0.01206478,0.001710347,0.7624766,0.0701435],"study_design_scores_gemma":[0.002218645,0.0004795466,0.04862464,0.00005683465,0.00005234393,0.002061926,0.0004579864,0.00003463309,0.0001464167,0.0004455922,0.9452723,0.0001491965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7701023,0.1461407,0.00008058784,0.0350734,0.003851381,0.001612494,0.0001560023,0.0002129733,0.04277013],"genre_scores_gemma":[0.6917984,0.02635237,0.005701339,0.1019914,0.01115969,0.0009188902,0.00008186154,0.0005905531,0.1614055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1827956,"threshold_uncertainty_score":0.982631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1295490434283183,"score_gpt":0.4210819598575898,"score_spread":0.2915329164292715,"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."}}