{"id":"W4353015582","doi":"10.1007/s40121-023-00791-4","title":"The Significance of Epidemic Plasmids in the Success of Multidrug-Resistant Drug Pandemic Extraintestinal Pathogenic Escherichia coli","year":2023,"lang":"en","type":"review","venue":"Infectious Diseases and Therapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dynacast (Canada); University of Calgary","funders":"National Institute of Environmental Health Sciences; National Institute of Allergy and Infectious Diseases; Joint Programming Initiative on Antimicrobial Resistance","keywords":"Multiple drug resistance; Pandemic; Microbiology; Medicine; Escherichia coli; Virology; Drug resistance; Plasmid; Pathogenic Escherichia coli; Highly pathogenic; Coronavirus disease 2019 (COVID-19); Biology; Virus; Infectious disease (medical specialty); Gene; Genetics; Internal medicine","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":[0.0008216407,0.0002482895,0.0002353704,0.001001821,0.0005716098,0.001620719,0.0004104089,0.0008156061,0.001204761],"category_scores_gemma":[0.003749453,0.0002166122,0.0001597956,0.0009413904,0.000950475,0.001457058,0.001262531,0.0009813242,0.0002908336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009122786,"about_ca_system_score_gemma":0.0008072378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721124,"about_ca_topic_score_gemma":0.001213501,"domain_scores_codex":[0.9993162,0.0001362344,0.00004691111,0.0001430214,0.0001445424,0.0002131258],"domain_scores_gemma":[0.9971439,0.0008081985,0.0008498174,0.0002187713,0.0004445162,0.0005347059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002038861,0.0004038055,0.6295617,0.0004222569,0.0001179089,0.002744929,0.0037972,0.001394148,0.2199404,0.01534203,0.001959846,0.122277],"study_design_scores_gemma":[0.00003559074,0.0005732371,0.9550145,0.00008054461,0.00007795521,0.003246513,0.003131934,0.001907325,0.01984099,0.004123168,0.01188168,0.00008640804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9937086,0.00195752,0.0007487811,0.0004285635,0.00002521153,0.00001106122,0.0001226264,0.00001509728,0.002982588],"genre_scores_gemma":[0.9982535,0.0008601293,0.000270329,0.00005337083,0.00002613997,0.000004425498,0.0001087422,0.000007196141,0.0004161416],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001721124,"threshold_uncertainty_score":0.006619096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265205185792665,"score_gpt":0.3162135976114985,"score_spread":0.289693079032232,"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."}}