{"id":"W4311908261","doi":"10.1016/j.cmi.2022.12.006","title":"Antibiotic resistance associated with the COVID-19 pandemic: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Ottawa Hospital; Sunnybrook Health Science Centre; North York General Hospital; University of Ottawa; University of Toronto; Public Health Ontario","funders":"World Health Organization","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Antibiotic resistance; Antibiotics; Virology; Medicine; Betacoronavirus; Meta-analysis; Intensive care medicine; Microbiology; Biology; Infectious disease (medical specialty); Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003956276,0.0005709361,0.007475355,0.0001766652,0.0007929738,0.00002588744,0.0002877862,0.001030092,0.0006940273],"category_scores_gemma":[0.00191827,0.0002753462,0.001705541,0.0008047774,0.001410647,0.00004545705,0.0002068441,0.001482924,0.00004255497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009238217,"about_ca_system_score_gemma":0.0002171323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003128084,"about_ca_topic_score_gemma":0.0007085003,"domain_scores_codex":[0.990366,0.006808914,0.001484185,0.0009421636,0.00002609941,0.000372602],"domain_scores_gemma":[0.9921956,0.005339161,0.001689099,0.0006517893,0.00005775768,0.00006657671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004632788,0.0002542637,0.0004197681,0.5119026,0.4788434,0.00001563796,0.00004627227,2.485159e-7,0.000003686297,0.0001958963,0.007611138,0.0006607052],"study_design_scores_gemma":[0.000168416,0.0001167941,0.00001142638,0.002842183,0.5106868,0.0002845967,0.000007010292,1.754659e-8,7.493013e-8,0.000006005315,0.4856416,0.0002349968],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002734586,0.9967991,0.00005716768,0.000474881,0.0001620917,0.002012166,0.0002977699,0.00008594448,0.00008355462],"genre_scores_gemma":[0.0002355753,0.9890113,0.000003805064,0.00380181,0.00001285351,0.0001058024,0.0007462296,0.00002823824,0.00605437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5090604,"threshold_uncertainty_score":0.9999699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517564772818678,"score_gpt":0.3914638513504929,"score_spread":0.2397073740686252,"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."}}