{"id":"W2146498622","doi":"10.1128/jcm.01694-06","title":"Molecular Epidemiology of Metallo-β-Lactamase-Producing <i>Pseudomonas aeruginosa</i> in the Calgary Health Region: Emergence of VIM-2-Producing Isolates","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Calgary Laboratory Services","funders":"Calgary Laboratory Services","keywords":"Pseudomonas aeruginosa; Microbiology; Biology; Molecular epidemiology; Epidemiology; Pseudomonadaceae; Bacteria; Medicine; Genetics; Genotype; Gene; Pathology","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":[0.0004405342,0.0004265625,0.0003941841,0.001752833,0.0005668768,0.001304302,0.0008313939,0.0006902556,0.0006069182],"category_scores_gemma":[0.001259874,0.0004006709,0.0002414012,0.001869338,0.0009497839,0.0004397608,0.0007043117,0.0006321465,0.0001448189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002771389,"about_ca_system_score_gemma":0.001765422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1896238,"about_ca_topic_score_gemma":0.1510749,"domain_scores_codex":[0.9991906,0.00009782527,0.00007441246,0.0002552685,0.0001686874,0.0002131643],"domain_scores_gemma":[0.9984246,0.000187538,0.000672364,0.00005658356,0.0002823144,0.0003765326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007320381,0.00003656159,0.988008,0.00004275571,0.00002956164,0.0004366616,0.000695207,0.0001764337,0.008090661,0.00001889071,0.00008349603,0.002308426],"study_design_scores_gemma":[0.000003521002,0.00007711658,0.9988903,0.000007326483,0.000007466925,0.0002232279,0.0004210286,0.00006994558,0.000220784,0.000002337312,0.00007359933,0.000003400775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993938,0.0001871345,0.00006834049,0.00003810929,0.000001812737,0.00001909611,0.0001461744,0.000004099405,0.0001414349],"genre_scores_gemma":[0.9988833,0.0002470086,0.0002490295,0.0001025879,0.00000805554,0.00001260737,0.0003973893,0.000002936091,0.00009700925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8103762,"threshold_uncertainty_score":0.3770401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04068604069100031,"score_gpt":0.350571758044121,"score_spread":0.3098857173531207,"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."}}