{"id":"W1539437896","doi":"10.1111/j.1469-0691.2012.03969.x","title":"Metallo-β-lactamase-producing Pseudomonas aeruginosa in the Netherlands: the nationwide emergence of a single sequence type","year":2012,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Multiple Loci VNTR Analysis; Multilocus sequence typing; Genotyping; Variable number tandem repeat; Biology; Typing; Pseudomonas aeruginosa; Outbreak; Microbiology; Genotype; Virology; Genetics; Bacteria; Gene","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":[0.0005374879,0.0002232852,0.0003697722,0.0008734209,0.0004799279,0.001221816,0.0006142872,0.0008747156,0.001288387],"category_scores_gemma":[0.002707551,0.0003451821,0.0002931617,0.001653087,0.0006034203,0.0007926143,0.0006281596,0.000553026,0.0001863204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375129,"about_ca_system_score_gemma":0.002488366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1700169,"about_ca_topic_score_gemma":0.2262728,"domain_scores_codex":[0.9990579,0.0001170386,0.0001361496,0.0003427995,0.0001816561,0.0001644882],"domain_scores_gemma":[0.998639,0.0002324391,0.0004859077,0.00007456925,0.0003483731,0.0002196751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005685181,0.0001500061,0.9398608,0.0002863234,0.0001596812,0.008138563,0.004101753,0.000424001,0.01533648,0.0008097535,0.001382571,0.02878155],"study_design_scores_gemma":[0.00003851292,0.0001703682,0.9737598,0.0001243596,0.0001332485,0.009835019,0.006505905,0.0007215294,0.001887893,0.0002657176,0.006517129,0.00004054398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973292,0.0005130445,0.0003572145,0.0001905918,0.0000185774,0.00002424987,0.0005677656,0.000004105365,0.000995242],"genre_scores_gemma":[0.9972839,0.000662945,0.0005030421,0.000111825,0.00001227621,0.00001747711,0.0004423342,0.00001124409,0.0009549012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1700169,"threshold_uncertainty_score":0.3380545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.048651086659007,"score_gpt":0.3329061093221273,"score_spread":0.2842550226631203,"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."}}