{"id":"W7097871164","doi":"","title":"Population-Based Epidemiological Study of Infections Caused by Carbapenem-Resistant Pseudomonas aeruginosa in the Calgary Health Region: Importance of Metallo-b-Lactamase (MBL)–Producing Strains","year":2016,"lang":"en","type":"article","venue":"","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pseudomonas aeruginosa; Epidemiology; Outbreak; Incidence (geometry); Polymerase chain reaction; Molecular epidemiology; Multiple drug resistance; Cluster (spacecraft)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008230559,0.0004033585,0.0003417764,0.001645345,0.0005059521,0.0008148448,0.0007345162,0.0008714031,0.001829617],"category_scores_gemma":[0.002521191,0.0004754963,0.0004096946,0.001273492,0.0005987501,0.0006552915,0.0007597501,0.0009609822,0.0002597276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177111,"about_ca_system_score_gemma":0.001009046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08264912,"about_ca_topic_score_gemma":0.05862777,"domain_scores_codex":[0.9992315,0.000216612,0.00005981621,0.0001668232,0.0001656756,0.0001596158],"domain_scores_gemma":[0.9986258,0.0002854383,0.0004149713,0.00008793999,0.0002406248,0.0003452927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001912021,0.00001597308,0.9993483,0.000003749563,0.00002627968,0.00003403838,0.00005217589,0.0000288912,0.00008272223,0.000003833165,0.00004637222,0.0003385177],"study_design_scores_gemma":[0.000004203272,0.00003502932,0.9993936,0.000004952641,0.00001060212,0.0001161006,0.0002032222,0.0001663307,0.00001619941,0.000006581249,0.00004076529,0.000002447609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992375,0.0002022272,0.00007940733,0.00008301945,0.000005352468,0.00001222844,0.0002205324,0.000003270953,0.0001564146],"genre_scores_gemma":[0.9993765,0.0001436716,0.00007836179,0.00004408679,0.00001309275,0.000009806586,0.0002616967,0.000001132894,0.0000717555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9173509,"threshold_uncertainty_score":0.1643361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642293166605489,"score_gpt":0.2966997781595325,"score_spread":0.2702768464934776,"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."}}