{"id":"W2793687670","doi":"10.1111/irv.12545","title":"Factors associated with influenza vaccination among healthcare workers in acute care hospitals in Canada","year":2018,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; McMaster University; St. Michael's Hospital; Sunnybrook Health Science Centre; North York General Hospital; Nova Scotia Health Authority; University of Toronto; Toronto East General Hospital; Hamilton Health Sciences; Dalhousie University; Queen Elizabeth II Health Sciences Centre; Health Sciences Centre; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Vaccination; Medicine; Health care; Odds ratio; Logistic regression; Odds; Influenza vaccine; Demography; Acute care; Generalized estimating equation; Environmental health; Family medicine; Immunology; Internal medicine","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":[0.000316993,0.0003988913,0.0006328467,0.0004958215,0.0001821388,0.00004905238,0.0001631085,0.0001886063,0.00006835799],"category_scores_gemma":[0.0004633929,0.0003076605,0.0000457394,0.0008368517,0.0002498761,0.0003041439,0.00009132944,0.0004686227,0.000005944106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001675795,"about_ca_system_score_gemma":0.001522854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5777132,"about_ca_topic_score_gemma":0.9625006,"domain_scores_codex":[0.9972369,0.0002142291,0.0006419552,0.0005201432,0.000646966,0.0007398208],"domain_scores_gemma":[0.99862,0.0001845055,0.0002218596,0.0003625929,0.0003472648,0.0002637241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004905405,0.00003275333,0.9947209,0.00008953749,0.0001649223,0.00007155933,0.003293377,0.00001669704,0.00006870988,0.00001056952,0.0001470754,0.0008933039],"study_design_scores_gemma":[0.003313776,0.0005858524,0.9657089,0.0005985959,0.00003641652,4.862821e-7,0.004979754,0.00000555124,0.00126013,0.000008502005,0.0231736,0.00032844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949962,0.00326371,5.342093e-7,0.00001835865,0.00006449408,0.0009152003,0.00008987937,0.00005996795,0.0005915781],"genre_scores_gemma":[0.9504755,0.000002881165,0.00000940468,0.049286,0.00005683546,0.00009539544,0.000001089882,0.00006872659,0.000004193794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3847874,"threshold_uncertainty_score":0.9999375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481873502539519,"score_gpt":0.3975408200924827,"score_spread":0.2493534698385309,"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."}}