{"id":"W1510935418","doi":"10.1371/journal.pone.0130662","title":"Demographic and Spatiotemporal Patterns of Avian Influenza Infection at the Continental Scale, and in Relation to Annual Life Cycle of a Migratory Host","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; Environment and Climate Change Canada; University of Saskatchewan","funders":"National Institute of Allergy and Infectious Diseases; Animal and Plant Health Inspection Service; U.S. Public Health Service; Institute for Wetland and Waterfowl Research, Ducks Unlimited Canada; Public Health Agency; U.S. Fish and Wildlife Service; Canadian Wildlife Health Cooperative; Canadian Food Inspection Agency; University of Saskatchewan; Alberta Conservation Association; U.S. Department of Health and Human Services; National Institutes of Health; Wildlife Conservation Society; U.S. Department of Agriculture; Public Health Agency of Canada","keywords":"Flyway; Anas; Waterfowl; Biology; Influenza A virus subtype H5N1; Bird migration; Population; Host (biology); Zoology; Ecology; Demography; Immunology; Virus; Habitat","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004587176,0.00009456825,0.0001018036,0.0005111553,0.000234629,0.0003147214,0.0001771303,0.0001663838,0.0007040979],"category_scores_gemma":[0.001136314,0.0001152497,0.0001763052,0.000573758,0.0001659122,0.0002775063,0.0002116719,0.0001844394,0.00012248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003421116,"about_ca_system_score_gemma":0.0002724371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02979826,"about_ca_topic_score_gemma":0.05824013,"domain_scores_codex":[0.9998455,0.00003730708,0.00001598343,0.0000519453,0.00001726911,0.00003198954],"domain_scores_gemma":[0.9992416,0.0001351594,0.0003334673,0.00004908352,0.0001344816,0.0001062324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001681135,0.000006786334,0.998778,0.000002438464,0.00001467912,0.000009119243,0.00007153624,0.00008064602,0.0002745145,0.00001122143,0.0000275921,0.0007065412],"study_design_scores_gemma":[2.067003e-7,0.000007828427,0.9996649,7.185833e-7,0.000002281676,0.00001109922,0.00008961876,0.0001735358,0.00001165875,0.000003620948,0.00003392364,5.983878e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993035,0.00005249857,0.00008137988,0.00001399542,8.720093e-7,0.000003381999,0.0003720202,0.000001726791,0.0001706738],"genre_scores_gemma":[0.999136,0.00005153136,0.0001363706,0.000008868494,0.000002468422,0.000007534939,0.0005305563,0.00000101923,0.0001256404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02979826,"threshold_uncertainty_score":0.05924964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06301089130081776,"score_gpt":0.3094261021042362,"score_spread":0.2464152108034184,"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."}}