{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01299816,0.002315011,0.01665981,0.008510346,0.0006290256,0.003563281,0.001747827,0.002043816,0.003691664],"category_scores_gemma":[0.03018615,0.001498464,0.03784787,0.008921451,0.0006323969,0.001933933,0.001821378,0.001878733,0.000339312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003013428,"about_ca_system_score_gemma":0.003798685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008142008,"about_ca_topic_score_gemma":0.01668535,"domain_scores_codex":[0.9888484,0.004789902,0.003711362,0.001030721,0.001165435,0.0004541074],"domain_scores_gemma":[0.9805918,0.01338372,0.003657354,0.0005243048,0.001601913,0.0002409396],"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":[0.001512364,0.00002093695,0.004915569,0.5001397,0.4819868,0.0001621643,0.00008330299,0.0003140867,0.0001967322,0.0001229668,0.0008422118,0.009703155],"study_design_scores_gemma":[0.0005049049,0.0001836912,0.006646912,0.06266575,0.9272407,0.0001597129,0.00007003759,0.0001724655,0.0001191586,0.0001660691,0.002040542,0.00003004796],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004171818,0.9942262,0.0002211554,0.0001937111,0.0001157847,0.0001956703,0.0006634092,0.00001519176,0.000197115],"genre_scores_gemma":[0.1586089,0.836217,0.001430102,0.001074662,0.0002858235,0.0009928223,0.001054403,0.00003044286,0.0003058403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01665981,"threshold_uncertainty_score":0.06874168,"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."}}