{"id":"W2745614462","doi":"10.1093/ofid/ofx163.735","title":"Epidemiology of Influenza Viruses in Canada over the 2011–2012 to 2013–2014 Seasons: A Study from the Serious Outcomes Surveillance (SOS) Network of the Canadian Immunization Research Network (CIRN)","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Moncton Hospital; McGill University; William Osler Health System; McMaster University; North York General Hospital; Mount Sinai Hospital; University of British Columbia; Ottawa Hospital; Izaak Walton Killam Health Centre; Centre hospitalier universitaire de Québec; Nova Scotia Health Authority; Université de Sherbrooke; Toronto East General Hospital; Health Sciences North; Dalhousie University","funders":"","keywords":"Epidemiology; Medicine; Immunization; Intensive care unit; Virology; Influenza-like illness; Influenza A virus; Human mortality from H5N1; Virus; Immunology; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease; Antibody; Infectious disease (medical specialty)","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":[0.0006710226,0.0006680478,0.0005572211,0.002160466,0.003072158,0.001054732,0.001291627,0.0004629882,0.0008876438],"category_scores_gemma":[0.001558667,0.0004416784,0.0007567544,0.005223145,0.0007501506,0.0003861968,0.001040423,0.0006758158,0.0001696662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02198155,"about_ca_system_score_gemma":0.03419345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926195,"about_ca_topic_score_gemma":0.9941131,"domain_scores_codex":[0.9988881,0.00004685454,0.00008458981,0.0001885415,0.00047197,0.0003199573],"domain_scores_gemma":[0.9972995,0.00007715305,0.0004783066,0.00006311218,0.001418413,0.0006635369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006556819,0.00002797283,0.9963359,0.00004126175,0.00004825455,0.0000638374,0.0002804956,0.00006437423,0.0001677392,0.00002477584,0.000720099,0.002159692],"study_design_scores_gemma":[0.000005318248,0.00002901402,0.9986742,0.00001933494,0.00002418898,0.00006000659,0.0004983864,0.000176062,0.00005606157,0.000006407787,0.0004442906,0.00000675552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846783,0.0007099052,0.0001832646,0.0001708028,0.00001504889,0.0001659149,0.01265754,0.00001669338,0.001402497],"genre_scores_gemma":[0.991183,0.0007109216,0.0003448313,0.0001712238,0.00001468221,0.00005372168,0.007037778,0.000006916961,0.0004768505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02198155,"threshold_uncertainty_score":0.1594881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110383396697485,"score_gpt":0.4279979955106097,"score_spread":0.3176145988131248,"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."}}