{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004376683,0.0005397301,0.0002305973,0.0006022841,0.0007621054,0.0003836252,0.0003518082,0.0003739854,0.0009343303],"category_scores_gemma":[0.0006037212,0.0002529964,0.0001833575,0.0007576654,0.0003448269,0.000496359,0.0003459477,0.0002160961,0.0002645302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272635,"about_ca_system_score_gemma":0.0005900388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06163384,"about_ca_topic_score_gemma":0.1397324,"domain_scores_codex":[0.9997132,0.00003817269,0.00004408928,0.00008191231,0.00006481279,0.00005768799],"domain_scores_gemma":[0.9995097,0.00003264275,0.0001575324,0.00001963271,0.0002071164,0.00007347408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009866799,0.00004624299,0.9784164,0.00008853419,0.00002228788,0.0004242486,0.00102692,0.000165638,0.01187485,0.00001877443,0.0005721116,0.007245372],"study_design_scores_gemma":[0.000009924364,0.0001900136,0.9932534,0.00002848048,0.00002065405,0.0003215784,0.002407495,0.0002189841,0.001794653,0.00001183027,0.001730703,0.00001220799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961727,0.0001765533,0.0002469867,0.00005687041,0.000005764247,0.00007787539,0.00159564,0.00001109243,0.001656449],"genre_scores_gemma":[0.9951017,0.0003197766,0.001148708,0.0001012157,0.000005322954,0.0001153768,0.002256805,0.000004012321,0.0009471453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06163384,"threshold_uncertainty_score":0.1225501,"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."}}