{"id":"W2106478036","doi":"10.1637/10206-041512-reg.1","title":"Avian Influenza in North America, 2009–2011","year":2012,"lang":"en","type":"article","venue":"Avian Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Outbreak; Influenza A virus subtype H5N1; Flock; Highly pathogenic; Biosecurity; Human mortality from H5N1; Avian influenza virus; Biology; Pandemic; Veterinary medicine; Virology; Virus; Coronavirus disease 2019 (COVID-19); Medicine; Infectious disease (medical specialty); Disease; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009834789,0.0002231266,0.0003721567,0.0002642497,0.0001036276,0.0000178186,0.0001541051,0.00005085136,0.0007882067],"category_scores_gemma":[0.0005128707,0.0001885566,0.0001278185,0.0004357247,0.0002645966,0.0003089264,0.0001399848,0.0002608983,0.002849189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148751,"about_ca_system_score_gemma":0.0001365189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004681261,"about_ca_topic_score_gemma":0.0001795132,"domain_scores_codex":[0.9979026,0.00007383142,0.0002988841,0.0002585989,0.0004688432,0.0009972762],"domain_scores_gemma":[0.9986382,0.0001017462,0.00006211685,0.0004673257,0.00009957142,0.0006310125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002118118,0.0005195004,0.9817514,0.00008096172,0.00006614764,0.00005555744,0.0006577619,0.000003801786,0.00004407837,0.00003286776,0.004697055,0.01187903],"study_design_scores_gemma":[0.0009998649,0.0001039287,0.9326502,0.00004437156,0.00006774643,0.000004035039,0.0003949945,0.000007294682,0.00004413935,0.00002496542,0.06547064,0.0001878007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97952,0.01510887,0.000004997371,0.0003347649,0.0001008354,0.0005067731,0.0001847019,0.0001114995,0.00412753],"genre_scores_gemma":[0.9936494,0.0003474905,0.0001369452,0.004552118,0.0003543652,0.0001187781,0.00004874595,0.00003607826,0.0007560375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06077359,"threshold_uncertainty_score":0.9979272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05672145245161352,"score_gpt":0.3555059439230446,"score_spread":0.2987844914714311,"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."}}