{"id":"W2917175257","doi":"10.1111/irv.12628","title":"Influenza surveillance in Middle East, North, East and South Africa: Report of the 8th <scp>MENA</scp> Influenza Stakeholders Network","year":2019,"lang":"en","type":"review","venue":"Influenza and Other Respiratory Viruses","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Fondation Mérieux; World Health Organization","keywords":"Middle East; Seasonal influenza; Geography; Medicine; Virology; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Internal medicine","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":[0.00864768,0.000916167,0.0003777283,0.00204588,0.0006061528,0.0009830367,0.0007914613,0.0008215248,0.001227057],"category_scores_gemma":[0.003528326,0.0003717264,0.0007103182,0.002018566,0.000305305,0.0008744844,0.001735848,0.0008074066,0.0002810248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002647676,"about_ca_system_score_gemma":0.01169527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1438199,"about_ca_topic_score_gemma":0.1270132,"domain_scores_codex":[0.9982988,0.0005656338,0.0002661442,0.00009243775,0.0003996177,0.000377371],"domain_scores_gemma":[0.9965348,0.0004397733,0.0005993743,0.00008209631,0.001382635,0.0009613233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008189784,0.0002243049,0.5825942,0.008353564,0.001057871,0.001189142,0.006064144,0.001313377,0.005807469,0.0009535025,0.1829271,0.2086965],"study_design_scores_gemma":[0.0001041203,0.0002113759,0.8120665,0.002758771,0.0003592451,0.0003670783,0.003764426,0.0005655963,0.001642532,0.0001541837,0.1779695,0.00003658392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.517251,0.2141187,0.004777615,0.09138051,0.004463302,0.004739613,0.1218599,0.0003890508,0.04102046],"genre_scores_gemma":[0.7251844,0.1313177,0.01931665,0.0123316,0.001629797,0.003725366,0.08982135,0.0001189914,0.01655427],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1438199,"threshold_uncertainty_score":0.2859655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5296085613901925,"score_gpt":0.4081786751424758,"score_spread":0.1214298862477167,"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."}}