{"id":"W2147172531","doi":"10.1128/jcm.43.6.2844-2849.2005","title":"Community-Wide Outbreaks of Clonally Related CTX-M-14 β-Lactamase-Producing <i>Escherichia coli</i> Strains in the Calgary Health Region","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Calgary Laboratory Services","funders":"University of Calgary","keywords":"Pulsed-field gel electrophoresis; Biology; Escherichia coli; Microbiology; Molecular epidemiology; Outbreak; Enterobacteriaceae; Genotype; Restriction enzyme; DNA profiling; Genetics; Virology; Gene; DNA","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005621741,0.0002327523,0.00024735,0.0008359959,0.0006604575,0.0005222788,0.0003991334,0.0004250787,0.0007724657],"category_scores_gemma":[0.001284259,0.0002560469,0.0001133042,0.0008557934,0.0006932876,0.0002935651,0.0005943264,0.0004123138,0.0001203697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123047,"about_ca_system_score_gemma":0.001023885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04052777,"about_ca_topic_score_gemma":0.04075906,"domain_scores_codex":[0.9994716,0.0001038163,0.00004663176,0.0001167106,0.00012476,0.0001365666],"domain_scores_gemma":[0.9990416,0.0001537824,0.00044484,0.00005497367,0.0001486459,0.000156201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001020922,0.00006519788,0.9852,0.0000542727,0.00003361417,0.0008942463,0.0006698925,0.00006807769,0.005297949,0.00001773225,0.0001762838,0.007420555],"study_design_scores_gemma":[0.000009161701,0.0001046487,0.9969592,0.00001809906,0.00001405439,0.001423551,0.0007416377,0.00007786682,0.0004640171,0.00001329346,0.0001702718,0.000004154856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996175,0.0001611152,0.00004933264,0.00002539395,0.000002035844,0.000007169971,0.00002288717,0.000002567086,0.0001120306],"genre_scores_gemma":[0.9991604,0.0003553486,0.0001858919,0.00007899366,0.00001196426,0.000005274228,0.0001215122,0.00000119522,0.0000793897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9594722,"threshold_uncertainty_score":0.08058375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498224818688547,"score_gpt":0.335422607472777,"score_spread":0.3004403592858915,"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."}}