{"id":"W2052403109","doi":"10.1111/tbed.12244","title":"Optimizing Surveillance for South American Origin Influenza A Viruses Along the United States Gulf Coast Through Genomic Characterization of Isolates from Blue‐winged Teal ( <i> <scp>A</scp> nas discors </i> )","year":2014,"lang":"en","type":"article","venue":"Transboundary and Emerging Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; U.S. Geological Survey; U.S. Department of Health and Human Services","keywords":"Sympatric speciation; Gene flow; Biology; Anas; Geography; Ecology; Gene; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002745417,0.0003476395,0.0006503221,0.0001439379,0.0007308456,0.000116638,0.0001906708,0.00004554465,0.000009027028],"category_scores_gemma":[0.0004077778,0.0002547799,0.0001684055,0.000418839,0.001006635,0.0002704147,0.00006121944,0.000202298,0.000002328294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003804327,"about_ca_system_score_gemma":0.0001292046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376513,"about_ca_topic_score_gemma":0.0002180319,"domain_scores_codex":[0.9979783,0.0002106706,0.0005331354,0.0004368219,0.0003018322,0.0005392829],"domain_scores_gemma":[0.9978558,0.001201812,0.0002567949,0.000332781,0.0001895748,0.0001632649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003296016,0.0003946882,0.8048883,0.001230524,0.001668479,0.000008531932,0.08144314,0.003974974,0.0989487,0.0001726544,0.0003485655,0.003625417],"study_design_scores_gemma":[0.00926527,0.001555458,0.7726873,0.0009895248,0.001326523,0.000005757885,0.02318487,0.0133376,0.009918495,0.0004601633,0.1665706,0.0006984376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987922,0.001677193,0.007324161,0.0002756596,0.00009100053,0.0006929309,0.001887933,0.0001158736,0.00001330258],"genre_scores_gemma":[0.9954596,0.001238506,0.0005163452,0.001679857,0.0002164323,0.0001016004,0.0007066181,0.00006323943,0.00001782365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1662221,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03884983647554438,"score_gpt":0.3161162280162388,"score_spread":0.2772663915406944,"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."}}