{"id":"W4200459441","doi":"10.1093/ofid/ofab466.1446","title":"1254. Molecular Epidemiology of <i>Escherichia coli</i> Causing Urinary Tract Infections in United States and <i>in vitro</i> Activity of Tebipenem, Including Against Strain Lineage and Resistant subsets (2018-2020)","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Escherichia coli; Urinary system; Epidemiology; Lineage (genetic); Molecular epidemiology; Strain (injury); Microbiology; Genetics; Biology; Gene; Internal medicine; Genotype","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002182654,0.000204654,0.0001276226,0.0008757218,0.0002940191,0.0003924174,0.0001852676,0.0002100523,0.002336158],"category_scores_gemma":[0.0004702991,0.0001323913,0.0002197882,0.0008698584,0.0001554229,0.0001816663,0.0002059444,0.0001907997,0.000380907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000397347,"about_ca_system_score_gemma":0.000380234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02044714,"about_ca_topic_score_gemma":0.02021388,"domain_scores_codex":[0.9997557,0.00004083735,0.00004202997,0.00006603079,0.00004886509,0.00004651291],"domain_scores_gemma":[0.9991236,0.00006525857,0.0004662595,0.00003115663,0.0001529287,0.0001607307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004880783,0.00003030547,0.9964427,0.00001242917,0.0000128771,0.00005111891,0.00002913796,0.00003993892,0.001082746,0.00001166491,0.000308183,0.001930184],"study_design_scores_gemma":[0.000001956385,0.00008832192,0.9985049,0.00001240589,0.00001070079,0.0002776316,0.0001697939,0.00008994674,0.0003055357,0.000005438857,0.0005318844,0.000001633178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951515,0.0002879231,0.00009842049,0.00006009396,0.000006059137,0.00001659427,0.003352978,0.00001042416,0.001016077],"genre_scores_gemma":[0.995617,0.0001844385,0.0002672249,0.00007825478,0.000009933799,0.00001091272,0.003537775,0.000002689763,0.0002917297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02044714,"threshold_uncertainty_score":0.04065627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429012862803984,"score_gpt":0.3089784214353311,"score_spread":0.2846882928072912,"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."}}