{"id":"W2025953236","doi":"10.1128/aac.48.4.1204-1214.2004","title":"Ambler Class A Extended-Spectrum Beta-Lactamase-Producing <i>Escherichia coli</i> and <i>Klebsiella</i> spp. in Canadian Hospitals","year":2004,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Vancouver General Hospital; Health Canada","funders":"Jewish General Hospital; University of Alberta; Health Canada; Hospital for Sick Children; Hamilton Health Sciences","keywords":"Escherichia coli; Beta-lactamase; Plasmid; Biology; Microbiology; Klebsiella; Enterobacteriaceae; Klebsiella pneumoniae; Restriction fragment length polymorphism; Polymerase chain reaction; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001561398,0.0002710112,0.0002660971,0.00006275253,0.0001235855,0.00009987137,0.0001499149,0.0002055181,0.0000370033],"category_scores_gemma":[0.000008753372,0.0002685546,0.00005780515,0.0001204739,0.000156142,0.00001407616,0.00004576776,0.0001274736,0.0000073073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005340099,"about_ca_system_score_gemma":0.000169437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01705861,"about_ca_topic_score_gemma":0.03452691,"domain_scores_codex":[0.9984791,0.00002778601,0.0002576707,0.0006017628,0.0000794642,0.0005542388],"domain_scores_gemma":[0.9993814,0.000004000229,0.00008129132,0.0003027012,0.00002471043,0.000205883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002180644,0.0001682035,0.2457931,0.00007831585,0.0001280701,0.00005557059,0.0003635373,0.00002221724,0.7383819,0.0001985502,0.01331809,0.001274313],"study_design_scores_gemma":[0.002991481,0.0002408791,0.5926772,0.0001238642,0.00002345564,0.0000395971,0.00008160634,0.00000657838,0.2888093,0.0001530138,0.1141629,0.0006901268],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941583,0.0002112727,0.00004095491,0.004269361,0.0001339186,0.0002984395,0.00003092387,0.00001218484,0.0008446781],"genre_scores_gemma":[0.986053,0.002841258,0.0005804246,0.00988936,0.0001428403,0.000003417322,0.00005006372,0.00004927673,0.0003902971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4495727,"threshold_uncertainty_score":0.9999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005531960772277275,"score_gpt":0.2200590563191577,"score_spread":0.2145270955468804,"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."}}