{"id":"W4316662988","doi":"10.1128/spectrum.03124-22","title":"Trends in the Rates of Extended-Spectrum-β-Lactamase-Producing <i>Enterobacterales</i> Isolated from Urine Cultures during the COVID-19 Pandemic in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Urine; Virology; Demography; Environmental health; Biology; Medicine; Outbreak; Sociology; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004215301,0.0002767272,0.0002738289,0.001517845,0.0009629678,0.001194549,0.001015779,0.0004358937,0.002252219],"category_scores_gemma":[0.001975483,0.0003091876,0.0004910502,0.002906955,0.0006616467,0.0005670273,0.0005958641,0.0007070835,0.0002052563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01597002,"about_ca_system_score_gemma":0.01416294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887966,"about_ca_topic_score_gemma":0.9923453,"domain_scores_codex":[0.9990562,0.00004496669,0.0000994311,0.0001550154,0.0003159929,0.0003284838],"domain_scores_gemma":[0.9967603,0.0001506259,0.0008894805,0.00006098764,0.001530372,0.0006082106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000898302,0.00001637375,0.9946296,0.00004998226,0.00003803429,0.00007078038,0.0005744425,0.0001604215,0.0004332027,0.0000634953,0.001062073,0.002811717],"study_design_scores_gemma":[0.000002113781,0.00001427882,0.9986328,0.00001879602,0.000009946307,0.00003980614,0.0007209931,0.000133841,0.00006156693,0.000005216835,0.0003558635,0.000004835263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851176,0.0008805047,0.0001292721,0.0004007807,0.00001497755,0.00003586071,0.01046279,0.00001976311,0.002938455],"genre_scores_gemma":[0.9949178,0.0007834493,0.000161866,0.00009452862,0.000007901373,0.00001043527,0.002947838,0.000005814152,0.001070398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597002,"threshold_uncertainty_score":0.1158711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018769761212091,"score_gpt":0.2705376907104107,"score_spread":0.2503499930982898,"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."}}