{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00705029,0.0006691068,0.0003036779,0.001794042,0.0007344238,0.0009141266,0.0007245751,0.0007056184,0.001376473],"category_scores_gemma":[0.003669757,0.000360024,0.0005043016,0.001687388,0.0002545653,0.0008832096,0.001860811,0.0007697443,0.0002523325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002473804,"about_ca_system_score_gemma":0.009957762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1268734,"about_ca_topic_score_gemma":0.1277745,"domain_scores_codex":[0.9984164,0.00059485,0.0002492291,0.00007884786,0.000326538,0.0003340993],"domain_scores_gemma":[0.9972817,0.0003722461,0.0005093258,0.00008552683,0.0009531626,0.0007980504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006284873,0.0001782296,0.7208135,0.003635788,0.0005449686,0.0009395079,0.006757623,0.0007334473,0.003664069,0.0008766606,0.1291648,0.1320629],"study_design_scores_gemma":[0.00007517199,0.0001559995,0.8664085,0.001712366,0.0001797373,0.000303959,0.004440906,0.0004495183,0.001096657,0.0001392544,0.125008,0.00002996075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6781878,0.0937262,0.003074332,0.08149582,0.002818623,0.00378479,0.09454166,0.0002509553,0.0421198],"genre_scores_gemma":[0.827765,0.06192314,0.013694,0.009161479,0.001153118,0.003590793,0.06503057,0.0000795716,0.01760238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1268734,"threshold_uncertainty_score":0.2522699,"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."}}