{"id":"W1443813310","doi":"10.3133/fs20153059","title":"USGS role and response to highly pathogenic avian influenza","year":2015,"lang":"en","type":"article","venue":"Fact sheet","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Influenza A virus subtype H5N1; Highly pathogenic; Outbreak; Pandemic; Poultry farming; Bird migration; Wildlife; Biology; Avian influenza virus; Virology; Virus; Geography; Ecology; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Medicine","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":[0.0008012103,0.0001795503,0.0003080984,0.0002212839,0.00009498792,0.00003807441,0.0001081682,0.0000861883,0.00006641458],"category_scores_gemma":[0.002172813,0.0001456154,0.00005176287,0.000242129,0.00008934952,0.0001090919,0.0002299565,0.000212333,0.0008525015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820722,"about_ca_system_score_gemma":0.0002516472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001797414,"about_ca_topic_score_gemma":0.00002635291,"domain_scores_codex":[0.9983715,0.0001402296,0.000220371,0.0003007331,0.000509993,0.0004571888],"domain_scores_gemma":[0.9985367,0.0001380437,0.00003158019,0.0004076925,0.0002269933,0.0006589864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03531302,0.0003935183,0.5428548,0.0001749556,0.0005162015,0.0008259923,0.02548522,0.00007516949,0.2907711,0.0002100988,0.07069008,0.03268982],"study_design_scores_gemma":[0.002841417,0.001670353,0.5257018,0.00006658877,0.00004305914,0.00003936462,0.0008970877,0.00003259852,0.003619475,0.0001261542,0.4647198,0.0002423461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921805,0.001218503,0.000008246713,0.001730426,0.00008970174,0.0004784213,0.00005846108,0.00009645051,0.004139281],"genre_scores_gemma":[0.9930613,0.00002256303,0.0007201141,0.00407496,0.0001632891,0.00005426085,0.000005515376,0.00003223212,0.001865746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3940297,"threshold_uncertainty_score":0.9999254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08468383062831486,"score_gpt":0.375719701080753,"score_spread":0.2910358704524381,"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."}}