{"id":"W4221077375","doi":"10.1186/s13756-022-01085-z","title":"Antimicrobial resistance (AMR) in COVID-19 patients: a systematic review and meta-analysis (November 2019–June 2021)","year":2022,"lang":"en","type":"review","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Provincial Laboratory of Public Health; University of Calgary; University of Alberta","funders":"University of Alberta; Government of Alberta; Alberta Health Services","keywords":"Medicine; Antimicrobial; Medical microbiology; Antibiotic resistance; Drug resistance; Acinetobacter; Staphylococcus aureus; Acinetobacter baumannii; Meta-analysis; Pseudomonas aeruginosa; Pneumonia; Pandemic; Internal medicine; Microbiology; Coronavirus disease 2019 (COVID-19); Antibiotics; Virology; Biology; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001622683,0.001216124,0.01039555,0.0009747317,0.0007986571,0.0001643796,0.0004572995,0.0008208369,0.002135837],"category_scores_gemma":[0.0008574309,0.0009619814,0.002414167,0.001952651,0.000494134,0.0003752916,0.0002250586,0.001218161,0.0001294924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003748916,"about_ca_system_score_gemma":0.0004514153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003243238,"about_ca_topic_score_gemma":0.004042819,"domain_scores_codex":[0.9921535,0.002473559,0.002619329,0.00169035,0.0001790901,0.0008841658],"domain_scores_gemma":[0.9955078,0.001058488,0.002035952,0.001071349,0.0001747573,0.000151675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002375639,0.0005133064,0.00006319071,0.792744,0.09764396,0.00006017686,0.00008594134,0.000002919752,0.00002072269,0.0002168489,0.1079471,0.0004642825],"study_design_scores_gemma":[0.001481787,0.00003460624,0.000009897918,0.01675091,0.3525076,0.00003070032,0.000006930864,1.357238e-7,0.000002984778,0.000009004741,0.6283539,0.0008115671],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001242155,0.9918196,0.0002046989,0.000841841,0.0004737735,0.004584819,0.001591585,0.00007560969,0.0003956414],"genre_scores_gemma":[0.0002846028,0.9714785,0.00002332583,0.004140266,0.0000364925,0.0003576628,0.0009706379,0.00008857193,0.02261989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7759931,"threshold_uncertainty_score":0.9992831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022567470113057,"score_gpt":0.2908124404751725,"score_spread":0.2682449703621155,"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."}}