{"id":"W2751841713","doi":"10.1093/ofid/ofx162.046","title":"Impact of Antivirals in the Prevention of Serious Outcomes Associated with Influenza in Hospitalized Canadian Adults: A Pooled Analysis 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; William Osler Health System; University of Alberta Hospital; Ottawa Hospital; University of Manitoba; North York General Hospital; McMaster University; Mount Sinai Hospital; McGill University; Sanofi (Canada); Alberta Hospital Edmonton; University of British Columbia; Izaak Walton Killam Health Centre; Nova Scotia Health Authority; Centre hospitalier universitaire de Québec; Health Sciences North; Bayer (Canada); Université de Sherbrooke; Toronto East General Hospital; University of Toronto; Dalhousie University","funders":"","keywords":"Medicine; Vaccination; Intensive care unit; Logistic regression; Emergency medicine; Odds ratio; Comorbidity; Internal medicine; Influenza vaccine; Mechanical ventilation; Confidence interval; Intensive care medicine; Immunology","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":[0.009002241,0.001922409,0.003978234,0.003188683,0.0006809057,0.001369303,0.001278577,0.0008317378,0.00134334],"category_scores_gemma":[0.0131551,0.0005936055,0.01355437,0.005056447,0.0004301643,0.0004506104,0.0009474949,0.0007497708,0.00008410648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004514586,"about_ca_system_score_gemma":0.008254888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5941853,"about_ca_topic_score_gemma":0.6344546,"domain_scores_codex":[0.9923534,0.002840868,0.001289395,0.00136317,0.001634168,0.0005190368],"domain_scores_gemma":[0.9926692,0.002035476,0.001956787,0.0006214734,0.002278449,0.0004385278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.015279,0.00008266462,0.5375603,0.01020167,0.4048818,0.0001407588,0.0001332859,0.001948285,0.0005248546,0.0002472123,0.00520756,0.02379257],"study_design_scores_gemma":[0.002082648,0.0006782509,0.732111,0.001561122,0.2567832,0.0001187708,0.0001801168,0.002371546,0.0003347645,0.0001878907,0.003492276,0.00009842378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5997787,0.3306013,0.003335378,0.001130982,0.0006379945,0.0006923178,0.05920389,0.0001506688,0.004468804],"genre_scores_gemma":[0.9687747,0.01808036,0.001373295,0.0003785657,0.0002343988,0.0002292705,0.01051373,0.00002167892,0.0003938535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4058147,"threshold_uncertainty_score":0.8164092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968822346433765,"score_gpt":0.3934493486318547,"score_spread":0.353761125167517,"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."}}