{"id":"W1965685858","doi":"10.3201/eid1904.111812","title":"Risk Factors for Influenza among Health Care Workers during 2009 Pandemic, Toronto, Ontario, Canada","year":2013,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Sunnybrook Health Science Centre; North York General Hospital; Université Laval; University of Toronto; Dalhousie University; Public Health Ontario; Health Sciences Centre; Mount Sinai Hospital","funders":"Sanofi Pasteur; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Public Health Agency of Canada; Institute for Clinical Evaluative Sciences; McMaster University; GlaxoSmithKline; Public Health Agency; Sanofi; F. Hoffmann-La Roche; Dalhousie University; Canadian Institutes of Health Research; National Science Foundation","keywords":"Medicine; Hygiene; Pandemic; Odds ratio; Infection control; Health care; Influenza A virus; Respiratory infection; Internal medicine; Immunology; Intensive care medicine; Respiratory system; Coronavirus disease 2019 (COVID-19); Virus; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003694637,0.0003763323,0.000337947,0.0005968286,0.002247062,0.000788604,0.0006650156,0.0003209408,0.001527076],"category_scores_gemma":[0.001095315,0.0004502027,0.0004099036,0.001713118,0.0003664365,0.0003310832,0.0004996191,0.0005346314,0.0001957654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01122741,"about_ca_system_score_gemma":0.01199473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896138,"about_ca_topic_score_gemma":0.9935576,"domain_scores_codex":[0.9995609,0.00003109189,0.00003197305,0.00007314323,0.000154422,0.0001484585],"domain_scores_gemma":[0.9991015,0.00003562576,0.0001823692,0.00003948733,0.0003772231,0.0002638919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005559895,0.00002261896,0.9972981,0.00002080486,0.00002494146,0.00006776146,0.0005080484,0.00002707347,0.0001770583,0.00001947317,0.0008492758,0.0009292696],"study_design_scores_gemma":[0.000005989107,0.00001954528,0.9989476,0.00001545853,0.00001165032,0.00002542065,0.0005336112,0.00006030111,0.00002114279,0.000004989047,0.0003511138,0.000003286414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912101,0.000994977,0.0000914041,0.0003192078,0.00003034975,0.00007311052,0.005433346,0.000007312854,0.001840168],"genre_scores_gemma":[0.9959693,0.0006579863,0.000128331,0.00009310441,0.00001128077,0.0000333341,0.001709749,0.000002790024,0.00139419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01122741,"threshold_uncertainty_score":0.08146095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339558495157429,"score_gpt":0.3194104622423397,"score_spread":0.2960148772907654,"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."}}