{"id":"W3109817796","doi":"10.1017/ice.2020.444","title":"Absenteeism and presenteeism in healthcare workers due to respiratory illness","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Presenteeism; Absenteeism; Health care; Influenza-like illness; Emergency medicine; Sick leave; Respiratory infection; Respiratory system; Internal medicine; Intensive care medicine; Physical therapy; Virus; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001953206,0.0002236111,0.0008134493,0.0001525611,0.0005543477,0.000005925323,0.0000663603,0.0004316966,0.00003153707],"category_scores_gemma":[0.003175671,0.00020248,0.00005395108,0.000253465,0.0001006244,0.0001232247,0.0001051973,0.001036974,0.00009161036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133436,"about_ca_system_score_gemma":0.0001419827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008460097,"about_ca_topic_score_gemma":0.001167237,"domain_scores_codex":[0.995532,0.002020288,0.0009515435,0.0005783367,0.00007798518,0.0008398655],"domain_scores_gemma":[0.9960363,0.002687545,0.0002540375,0.0001577981,0.00009150615,0.0007728356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002786203,0.00002311252,0.9727167,0.0002534263,0.00001502093,0.00001647979,0.002164062,0.00007618328,0.00000935445,0.004223333,0.007074644,0.01314909],"study_design_scores_gemma":[0.002330318,0.0007211423,0.8958291,0.0001541971,0.00001035729,0.000003859436,0.0005400281,0.0008734824,7.793302e-7,0.00256091,0.09674446,0.0002313922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7504189,0.001699345,0.002419356,0.2422535,0.001067935,0.001460189,0.00001069804,0.0001121342,0.0005579261],"genre_scores_gemma":[0.9042022,0.0002811199,0.00007404803,0.09433673,0.0006817242,0.0003354654,0.000004673054,0.00002256063,0.00006149494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1537833,"threshold_uncertainty_score":0.9981427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010645704082605,"score_gpt":0.3838526605298806,"score_spread":0.3437462034890545,"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."}}