{"id":"W6901724994","doi":"10.60692/kzffa-7cc59","title":"Influenza surveillance in Middle East, North, East and South Africa: Report of the 8th MENA Influenza Stakeholders Network","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Middle East; Focus group; Public health; Influenza vaccine; Developing country; Action plan; Pandemic; Live attenuated influenza vaccine","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":[],"consensus_categories":[],"category_scores_codex":[0.00115668,0.0003004205,0.0006810433,0.0002935636,0.0001385825,0.00007193536,0.0002151383,0.0001359125,0.00001391957],"category_scores_gemma":[0.0002013,0.0002010617,0.0001192741,0.0008213372,0.0001587973,0.0004808986,0.0002662911,0.0003165763,0.0001582423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001907493,"about_ca_system_score_gemma":0.0001713017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003530795,"about_ca_topic_score_gemma":0.000007927984,"domain_scores_codex":[0.9967245,0.0001500353,0.001382023,0.000272132,0.0008878157,0.0005834824],"domain_scores_gemma":[0.9977015,0.00002596375,0.0007679794,0.0008775819,0.0004850153,0.0001419813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002812291,0.000003490678,0.883608,0.0009963339,0.0001006651,0.000009912742,0.1137168,0.001109543,0.000001694634,0.00002575217,0.000086574,0.00005994767],"study_design_scores_gemma":[0.003208322,0.00009053451,0.9573792,0.0007771826,0.00002957542,0.0000860706,0.03456629,0.0006720745,0.00002345775,8.940402e-7,0.002934663,0.0002317374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919527,0.0001068579,0.00005271197,0.00004321479,0.0002352461,0.001541014,0.0001140736,0.00008013388,0.005874093],"genre_scores_gemma":[0.9992197,5.577086e-7,0.00007663573,0.0003275881,0.00007439579,0.00007884817,0.00000807434,0.00002028885,0.0001939223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07915054,"threshold_uncertainty_score":0.8199057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1944889918726864,"score_gpt":0.2755873852866941,"score_spread":0.08109839341400771,"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."}}