{"id":"W2917993996","doi":"10.1017/ice.2018.353","title":"A comparison of extended-spectrum beta-lactamase (ESBL)–producing <i>Escherichia coli</i> and <i>Klebsiella pneumoniae</i> bloodstream infections in Alberta using a provincial surveillance system","year":2019,"lang":"en","type":"letter","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"Alberta Health Services","keywords":"Klebsiella pneumoniae; Microbiology; Beta-lactamase; Escherichia coli; Enterobacteriaceae; Bloodstream infection; Medicine; Virology; Biology; 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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009064025,0.0005817871,0.00184369,0.0001759666,0.0001340538,0.00003331311,0.0001444182,0.001397264,0.000003377539],"category_scores_gemma":[0.0008242687,0.0005676146,0.0002263269,0.0001603046,0.0003907182,0.00001915958,0.0001361166,0.0009448586,0.000003022577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000922521,"about_ca_system_score_gemma":0.0001944498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009610192,"about_ca_topic_score_gemma":0.005164471,"domain_scores_codex":[0.9957886,0.0009807176,0.001282913,0.001167826,0.0001188123,0.0006610999],"domain_scores_gemma":[0.9972913,0.0007545192,0.001185509,0.000564445,0.000121801,0.00008244364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001198823,0.0001649209,0.9787385,0.0007385422,0.0002665924,0.00001127741,0.00004647199,0.0002508918,0.01396646,0.00009540308,0.005401422,0.0001995961],"study_design_scores_gemma":[0.009047217,0.007752835,0.7921125,0.001403071,0.0009222752,0.0006022557,0.0001517807,0.009459752,0.002482679,0.0002037563,0.172291,0.003570956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785191,0.001847353,0.001132685,0.01587248,0.001097535,0.001131482,0.0001438781,0.0000295945,0.0002258272],"genre_scores_gemma":[0.9889296,0.0004434034,0.0001258995,0.008777251,0.001314784,0.00004340077,0.0001808761,0.00006874778,0.0001160055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1866261,"threshold_uncertainty_score":0.9998991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194321994773664,"score_gpt":0.2723532066789138,"score_spread":0.2604099867311772,"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."}}