{"id":"W2945113021","doi":"10.1186/s12879-019-3930-6","title":"Epidemiological and genetic characterization of pH1N1 and H3N2 influenza viruses circulated in MENA region during 2009–2017","year":2019,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Qatar National Library; Qatar University","keywords":"Medical microbiology; Virology; Epidemiology; Parasitology; Tropical medicine; Genetic epidemiology; Human influenza; Medicine; Biology; Coronavirus disease 2019 (COVID-19); Pathology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003745522,0.0002622073,0.0001688094,0.0007813274,0.000374999,0.0003832699,0.0002278786,0.0002060064,0.0007758633],"category_scores_gemma":[0.0004573861,0.0001374427,0.0002571236,0.0005965508,0.0002115737,0.0002674525,0.0002828487,0.0001946275,0.0001740061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003646711,"about_ca_system_score_gemma":0.0003865521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036308,"about_ca_topic_score_gemma":0.01116252,"domain_scores_codex":[0.9997651,0.00003293864,0.00002421344,0.00006569036,0.00006291346,0.00004918296],"domain_scores_gemma":[0.9997463,0.00002418587,0.0001255885,0.00001436148,0.00004712191,0.00004249792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000459525,0.00001542842,0.9946437,0.00002902597,0.000026143,0.0001663658,0.000379313,0.00004287441,0.001488963,0.00003019913,0.0001370374,0.002994938],"study_design_scores_gemma":[0.000001289303,0.00004472428,0.9980047,0.00001231788,0.00001011246,0.000445255,0.0005177967,0.00009076542,0.0002566141,0.00001143896,0.0006027799,0.000002165923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981293,0.0005916577,0.00006194918,0.00003555689,0.000005638076,0.00001202593,0.0007276563,0.000003082372,0.0004331749],"genre_scores_gemma":[0.9980027,0.0004746963,0.0001540358,0.00002673113,0.00001713591,0.00001240736,0.001066362,0.000001603724,0.0002443585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036308,"threshold_uncertainty_score":0.0206055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06917876502747086,"score_gpt":0.3475701757648385,"score_spread":0.2783914107373676,"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."}}