{"id":"W3216128019","doi":"10.1016/j.cmi.2021.11.008","title":"Predictors and microbiology of respiratory and bloodstream bacterial infection in patients with COVID-19: living rapid review update and meta-regression","year":2021,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; Institute for Clinical Evaluative Sciences; Ottawa Hospital; University Health Network; Health Sciences Centre; Sinai Health System; Sunnybrook Health Science Centre; North York General Hospital; University of Toronto; Toronto East General Hospital; Toronto General Hospital; Public Health Ontario; Hotel Dieu Shaver Health and Rehabilitation Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Bloodstream infection; Meta-regression; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Microbiology; Meta-analysis; Intensive care medicine; Biology; Virology; Internal medicine; Infectious disease (medical specialty); Outbreak; 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":[0.003577592,0.001675003,0.00786003,0.002453603,0.0002101136,0.002616196,0.001488915,0.001263486,0.004240441],"category_scores_gemma":[0.01053927,0.0007011467,0.01276815,0.003949048,0.0002961829,0.001417549,0.001044887,0.002290826,0.0007457194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006219341,"about_ca_system_score_gemma":0.001902836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003020155,"about_ca_topic_score_gemma":0.007967952,"domain_scores_codex":[0.998202,0.0004828298,0.0005698408,0.0003644057,0.0002940962,0.00008679676],"domain_scores_gemma":[0.9940072,0.004260872,0.0009062867,0.0001998607,0.0005268888,0.00009878323],"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":[0.003218107,0.0001344363,0.04100365,0.3568302,0.2571083,0.0002544767,0.0001665686,0.001204417,0.0006907658,0.0005633013,0.01546609,0.3233597],"study_design_scores_gemma":[0.001185081,0.0009110405,0.07492776,0.100681,0.7499719,0.0009444628,0.0003499999,0.001103883,0.0006022099,0.001941091,0.06713451,0.0002471193],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009185595,0.998107,0.0001437148,0.0001574207,0.000131787,0.00001017749,0.0003952041,0.000009252461,0.0001268185],"genre_scores_gemma":[0.01886787,0.9779978,0.0007848692,0.0007452489,0.0004377739,0.00005222448,0.0009000517,0.00001905847,0.0001950988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00786003,"threshold_uncertainty_score":0.0189203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043331204316312,"score_gpt":0.3363485607081347,"score_spread":0.2930173563918227,"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."}}