{"id":"W2808049856","doi":"10.1038/s41598-018-27515-w","title":"Avian influenza surveillance in domestic waterfowl and environment of live bird markets in Bangladesh, 2007–2012","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Agency for Toxic Substances and Disease Registry; Centers for Disease Control and Prevention; Styrelsen för Internationellt Utvecklingssamarbete; Global Affairs Canada; Ministry of Health and Family Welfare; Department for International Development; International Centre for Diarrhoeal Disease Research, Bangladesh; United States Agency for International Development","keywords":"Waterfowl; Influenza A virus subtype H5N1; Geography; Highly pathogenic; Fishery; Environmental health; Zoology; Biology; Virology; Ecology; Medicine; Virus","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.003177034,0.0001692739,0.0004100352,0.0005057166,0.00009611242,0.00003899316,0.00008252208,0.00008101853,0.000426085],"category_scores_gemma":[0.0006828632,0.0001374548,0.00004062271,0.000423894,0.001294342,0.0001541964,0.0002127329,0.0001869095,0.0001082848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498669,"about_ca_system_score_gemma":0.0001274276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003332511,"about_ca_topic_score_gemma":0.0004873544,"domain_scores_codex":[0.9972773,0.0001105205,0.0007275136,0.0006674677,0.0006919437,0.000525301],"domain_scores_gemma":[0.9987487,0.00009765752,0.0001921765,0.0007016574,0.0001046828,0.0001551459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000175625,0.0001547119,0.9803593,0.0001372853,0.0000225655,0.001252723,0.00157407,0.00000578933,0.01221959,0.000002498164,0.001885658,0.002210136],"study_design_scores_gemma":[0.0007764326,0.0001418944,0.9683482,0.000226654,0.000008270742,0.0002144753,0.0001416346,0.00007707976,0.003292712,0.0004594169,0.02616076,0.0001524947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955944,0.001752888,0.000003236757,0.000129137,0.0007459332,0.0005792513,0.000003370353,0.00002204271,0.001169742],"genre_scores_gemma":[0.9981128,0.0001084817,0.0002710673,0.00006417791,0.00006335198,0.00003333383,0.000004866918,0.00002061924,0.0013213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0242751,"threshold_uncertainty_score":0.5605245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247908084679948,"score_gpt":0.3232742543260959,"score_spread":0.2907951734792964,"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."}}