{"id":"W1970424357","doi":"10.4161/21505594.2014.992662","title":"Epidemiology, ecology and gene pool of influenza A virus in Egypt: Will Egypt be the epicentre of the next influenza pandemic?","year":2015,"lang":"en","type":"review","venue":"Virulence","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Influenza A virus subtype H5N1; Reassortment; Pandemic; Biology; Human mortality from H5N1; Influenza A virus; Virology; Transmission and infection of H5N1; Transmission (telecommunications); Virus; Avian influenza virus; Disease; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004676657,0.0007187259,0.004195228,0.0003984885,0.0001472758,0.000008512444,0.001151463,0.000810107,0.00005558915],"category_scores_gemma":[0.01138302,0.0003758442,0.0005333392,0.001048361,0.002689208,0.0001828862,0.001471429,0.001804842,0.0000299374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003859314,"about_ca_system_score_gemma":0.001453405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039345,"about_ca_topic_score_gemma":0.0003802768,"domain_scores_codex":[0.9929146,0.002250894,0.002406665,0.0007956756,0.0006468464,0.0009853477],"domain_scores_gemma":[0.9920722,0.004031505,0.001560893,0.001604928,0.0004966499,0.0002338142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008407131,0.0005956255,0.211899,0.03701193,0.00221313,0.00008561103,0.003181822,0.00006843406,0.000415842,0.001628677,0.003040593,0.7390186],"study_design_scores_gemma":[0.00148578,0.0003472052,0.01965266,0.008224041,0.0009727427,0.000138638,0.0001852645,0.00002873244,0.00005602572,0.000502013,0.9680235,0.0003833994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02117372,0.9747936,0.000001996514,0.0003888711,0.0001905787,0.002874684,0.0003275305,0.00002784389,0.0002212301],"genre_scores_gemma":[0.0008440454,0.9947076,0.0001405779,0.003695934,0.0001448257,0.0003057847,0.000009049804,0.00006228791,0.00008982207],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9649829,"threshold_uncertainty_score":0.9998693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3591854490134801,"score_gpt":0.4763142585689629,"score_spread":0.1171288095554828,"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."}}