{"id":"W1883787047","doi":"10.1111/j.1469-0691.2006.01645.x","title":"Development and clinical validation of a molecular diagnostic assay to detect CTX-M-type β-lactamases in Enterobacteriaceae","year":2006,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Calgary Laboratory Services","funders":"","keywords":"Enterobacteriaceae; Microbiology; Biology; Plasmid; Beta-lactamase; Enzyme; Gene; Escherichia coli; Genetics; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009656545,0.001112907,0.0008737768,0.001390269,0.0005526856,0.001960243,0.0008702402,0.002325328,0.0006428614],"category_scores_gemma":[0.01718928,0.0006951685,0.0005246066,0.0005267396,0.001743897,0.0007079439,0.0007854934,0.001862327,0.0007441705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009480494,"about_ca_system_score_gemma":0.001334879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007698756,"about_ca_topic_score_gemma":0.0005878822,"domain_scores_codex":[0.9904222,0.003749465,0.0007367397,0.001240906,0.003367104,0.0004835416],"domain_scores_gemma":[0.9905857,0.003275577,0.0008872941,0.0007625765,0.003803071,0.0006856758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002987445,0.00198359,0.07621679,0.0004712133,0.0001150318,0.0005223138,0.000767757,0.00108797,0.8292655,0.0013238,0.001193173,0.08406533],"study_design_scores_gemma":[0.0009510523,0.02032743,0.09714863,0.0003212412,0.0003731154,0.006956763,0.0005827082,0.01848524,0.8311179,0.0008929208,0.02274934,0.00009374946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.872982,0.007410805,0.1088771,0.002460096,0.0005967336,0.002346709,0.0009273667,0.0007008685,0.003698313],"genre_scores_gemma":[0.9435113,0.0008969046,0.05120566,0.001084358,0.000108549,0.0006892162,0.001305994,0.00006346079,0.001134576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009656545,"threshold_uncertainty_score":0.05106932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462462438518661,"score_gpt":0.3051320168057058,"score_spread":0.2905073924205192,"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."}}