{"id":"W3107295507","doi":"10.1136/bmjgh-2020-003097","title":"Infection and mortality of healthcare workers worldwide from COVID-19: a systematic review","year":2020,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":721,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Oxford","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Perspective (graphical); Global health; Public health; Intensive care medicine; Environmental health; Virology; Nursing; Political science; Pathology; Disease; Infectious disease (medical specialty); Outbreak","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":[0.00959655,0.001730786,0.008340269,0.01396235,0.000735766,0.002763273,0.001697148,0.002333031,0.003617063],"category_scores_gemma":[0.04325923,0.00132352,0.009675076,0.01223077,0.0009023121,0.00269924,0.002208169,0.001267502,0.0002268525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004048631,"about_ca_system_score_gemma":0.01454229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399708,"about_ca_topic_score_gemma":0.02835714,"domain_scores_codex":[0.9884264,0.003122587,0.004630143,0.001061368,0.002267462,0.0004920221],"domain_scores_gemma":[0.9679524,0.01915145,0.0089665,0.0004164316,0.003050701,0.0004624865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002579744,0.000015243,0.004397447,0.9630365,0.01447286,0.00008454941,0.0002191385,0.00007646063,0.00006723224,0.00009339517,0.001241993,0.01603713],"study_design_scores_gemma":[0.0002432578,0.0002206122,0.01472322,0.9120275,0.06401578,0.0003531787,0.0004329891,0.00008380527,0.00008638896,0.0001380797,0.007635732,0.0000394769],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002818596,0.9950323,0.0001026356,0.0002740869,0.00009839762,0.0004059231,0.001033413,0.000007477473,0.000227086],"genre_scores_gemma":[0.03772716,0.9589319,0.0005378073,0.0005591882,0.0001449354,0.001223907,0.0007578598,0.000005854097,0.0001112465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01399708,"threshold_uncertainty_score":0.05075204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09062188247926438,"score_gpt":0.4866166607116258,"score_spread":0.3959947782323614,"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."}}