{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008974119,0.00037356,0.0005619587,0.0001070919,0.0009690133,0.00007520313,0.0001236759,0.00007676877,0.0008816258],"category_scores_gemma":[0.0007107644,0.0003272779,0.0002233602,0.0001493708,0.0001062291,0.0003422824,0.00009907458,0.0003219347,0.000009735689],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005792473,"about_ca_system_score_gemma":0.002302952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967428,"about_ca_topic_score_gemma":0.9941981,"domain_scores_codex":[0.9974563,0.00008104649,0.0004721881,0.0004688079,0.0005334949,0.000988238],"domain_scores_gemma":[0.9980626,0.0002200868,0.0002301306,0.0004035125,0.0003978806,0.0006858276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008221572,0.00006086632,0.9739907,0.0003058553,0.000388334,0.000004662569,0.002787354,0.0004078078,0.00001053167,0.000002003953,0.02044772,0.001511949],"study_design_scores_gemma":[0.001817172,0.0002069657,0.9778069,0.0001492607,0.0001347567,0.000002201346,0.004539357,0.00002476201,0.00003278127,0.00001038608,0.01496642,0.0003090678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881465,0.008229851,0.00001533862,0.00006480482,0.0003828901,0.001798762,0.000208835,0.0002953877,0.0008576501],"genre_scores_gemma":[0.9976196,0.0002199569,0.00003657217,0.0006131204,0.0002405324,0.0004989933,0.00006529259,0.00006273786,0.0006431449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009473168,"threshold_uncertainty_score":0.9999179,"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."}}