{"id":"W4313479498","doi":"10.1016/j.bsheal.2022.12.006","title":"Enhanced environmental surveillance for avian influenza A/H5, H7 and H9 viruses in Guangxi, China, 2017–2019","year":2023,"lang":"en","type":"article","venue":"Biosafety and Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chinese Center for Disease Control and Prevention; Centers for Disease Control and Prevention; Hamilton Health Sciences","keywords":"Influenza A virus subtype H5N1; Biosecurity; Veterinary medicine; Avian influenza virus; Biology; Virology; Highly pathogenic; Poultry farming; China; Virus; Geography; Medicine; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007571241,0.0002452535,0.000112212,0.0007094871,0.0003269475,0.0002402114,0.0002407654,0.0001904355,0.000422129],"category_scores_gemma":[0.0004095819,0.0002075654,0.0001141541,0.0005596429,0.0002452909,0.0002962682,0.0004369367,0.0001337165,0.00008964727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007700983,"about_ca_system_score_gemma":0.000925791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04139228,"about_ca_topic_score_gemma":0.09851606,"domain_scores_codex":[0.9997622,0.00006988722,0.0000185153,0.00005844287,0.00004945822,0.00004152148],"domain_scores_gemma":[0.9995379,0.00004165946,0.0001871319,0.00003005109,0.0001112257,0.0000920661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002467472,0.00003014791,0.9945099,0.0000168198,0.000009175086,0.00009076382,0.0002706592,0.00008385561,0.001958533,0.000009452857,0.0001438317,0.002852078],"study_design_scores_gemma":[0.000001477051,0.00003407081,0.9993954,0.000002680378,0.000002705164,0.00002358913,0.0001435439,0.00009503266,0.0001026834,0.000002893553,0.0001949217,0.000001000386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99928,0.00007249656,0.00007390713,0.00004260208,0.000001910584,0.00001757359,0.0001895432,0.000002731878,0.0003191398],"genre_scores_gemma":[0.9985163,0.00009936903,0.0003229637,0.00005275004,0.000009190234,0.00002967866,0.0005870981,9.999292e-7,0.0003817685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04139228,"threshold_uncertainty_score":0.08230269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237937144863932,"score_gpt":0.4265472448270772,"score_spread":0.3027535303406841,"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."}}