{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009806479,0.0002231077,0.0009591202,0.0001289664,0.0001725257,0.000004449422,0.00004867653,0.0002567197,0.0001961409],"category_scores_gemma":[0.001974395,0.0001688816,0.0002196425,0.0001209617,0.0002639585,0.00007164862,0.00008077819,0.0004510292,0.0001053263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332195,"about_ca_system_score_gemma":0.0000344802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003597384,"about_ca_topic_score_gemma":0.0004255966,"domain_scores_codex":[0.9979159,0.0005013502,0.0005001044,0.0004195951,0.0001666123,0.0004964178],"domain_scores_gemma":[0.9974796,0.001231886,0.000590312,0.0002437568,0.0002685222,0.0001859567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001355466,0.00006823245,0.9932018,0.0002087182,0.0003755732,0.000003544098,0.0003592448,0.00004109658,0.00007301346,0.0006530058,0.0003564127,0.003303873],"study_design_scores_gemma":[0.00457847,0.001106316,0.9728789,0.0002403548,0.00007636162,0.000009807197,0.0001485383,0.0006370811,0.00001172067,0.0002560005,0.01990144,0.0001549865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870778,0.007393512,0.00003849161,0.003464724,0.0004491318,0.000709389,0.00005896604,0.00006346873,0.0007445532],"genre_scores_gemma":[0.9931099,0.0005877345,0.00006289064,0.005456748,0.0003739139,0.00006657409,0.000003688474,0.00002407985,0.0003144613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02032289,"threshold_uncertainty_score":0.6886792,"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."}}