{"id":"W2992513171","doi":"10.1017/ice.2019.334","title":"Are healthcare personnel at higher risk of seasonal influenza than other working adults?","year":2019,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; St. Michael's Hospital; Sunnybrook Health Science Centre; Sinai Health System; North York General Hospital; Toronto East General Hospital; University of Toronto; Dalhousie University; Parkwood Institute; McMaster University","funders":"","keywords":"Medicine; Odds ratio; Odds; Confidence interval; Health care; Prospective cohort study; Young adult; Cohort study; Internal medicine; Emergency medicine; Logistic regression","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":[0.0004396093,0.000217959,0.0002553288,0.0006044775,0.0005638492,0.0008032692,0.0003156529,0.0006254915,0.002710599],"category_scores_gemma":[0.001630659,0.0002545427,0.0003568109,0.0008065581,0.0002862034,0.00047535,0.0002430896,0.0004593516,0.000323381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498878,"about_ca_system_score_gemma":0.0005230558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04765532,"about_ca_topic_score_gemma":0.0449153,"domain_scores_codex":[0.9996157,0.00007051427,0.00003409087,0.00006750532,0.00007875173,0.00013338],"domain_scores_gemma":[0.999255,0.00006946513,0.0003573362,0.00003858567,0.0000972194,0.0001824111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004952998,0.00001882889,0.9986534,0.00000927116,0.00002464755,0.00004112489,0.0001308814,0.000003236238,0.00006173307,0.000007852731,0.000160437,0.0008390086],"study_design_scores_gemma":[0.000004692908,0.00004064378,0.9990304,0.00001616319,0.00001508946,0.0000908768,0.0006249083,0.00001608612,0.00001464773,0.00001127563,0.0001336521,0.000001723848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976247,0.0007664328,0.00003252357,0.0003020583,0.00002966749,0.000008204024,0.0004012394,0.000001923393,0.000833275],"genre_scores_gemma":[0.9992102,0.0002913901,0.00001784221,0.0001002204,0.00002239726,0.000005310043,0.0001705582,6.848737e-7,0.0001813343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04765532,"threshold_uncertainty_score":0.09475589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.059664364433214,"score_gpt":0.3587776693178791,"score_spread":0.2991133048846651,"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."}}