{"id":"W3025159020","doi":"10.1093/occmed/kqaa092","title":"Return to work for healthcare workers with confirmed COVID-19 infection","year":2020,"lang":"en","type":"letter","venue":"Occupational Medicine","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University Health Network; McMaster University; University of Toronto; St. Michael's Hospital","funders":"National Institutes of Health","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Health care; Work (physics); Personal protective equipment; Medicine; Healthcare worker; Betacoronavirus; Virology; Pathology; Outbreak; Political science; Infectious disease (medical specialty); Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001495188,0.0006487843,0.0005023662,0.0007182498,0.006745399,0.002195159,0.001215643,0.03078185,0.015283],"category_scores_gemma":[0.01071447,0.0005619651,0.0009255453,0.0003883094,0.001415969,0.001367343,0.001877625,0.0122521,0.004706462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003806421,"about_ca_system_score_gemma":0.008296804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02421245,"about_ca_topic_score_gemma":0.05991968,"domain_scores_codex":[0.9979742,0.0004624936,0.0002687144,0.0001361229,0.0003560842,0.0008023793],"domain_scores_gemma":[0.9960662,0.001307882,0.0003784047,0.0001325723,0.0008259079,0.001289079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001825331,0.0003500134,0.03109989,0.0001130929,0.00002818566,0.12084,0.001295162,0.0001757159,0.001060575,0.002113339,0.8257425,0.01699901],"study_design_scores_gemma":[0.0003742302,0.001128437,0.07063262,0.003104107,0.0001275294,0.1194729,0.01933322,0.00282593,0.001091703,0.009010183,0.7726936,0.0002054633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01854332,0.001088952,0.000307322,0.9136631,0.02032155,0.000128725,0.0002477592,0.00009718317,0.04560208],"genre_scores_gemma":[0.1055396,0.001396613,0.0006547757,0.8009722,0.02301447,0.0001103688,0.000218432,0.00008694171,0.06800641],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03078185,"threshold_uncertainty_score":0.05112672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0730680754916248,"score_gpt":0.3679109671556043,"score_spread":0.2948428916639795,"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."}}