{"id":"W2166933532","doi":"10.1093/jac/dks046","title":"Carbapenem-resistant Gram-negative bacilli in Canada 2009-10: results from the Canadian Nosocomial Infection Surveillance Program (CNISP)","year":2012,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; Moncton Hospital; Victoria General Hospital; Sunnybrook Health Science Centre; North York General Hospital; Children's & Women's Health Centre of British Columbia; University of Manitoba; Alberta Hospital Edmonton; University of Alberta Hospital; Health Sciences Centre; Vancouver General Hospital; Public Health Agency of Canada","funders":"","keywords":"Etest; Enterobacteriaceae; Microbiology; Acinetobacter baumannii; Pseudomonas aeruginosa; Biology; Pulsed-field gel electrophoresis; Carbapenem; Plasmid; Carbapenem-resistant enterobacteriaceae; Antimicrobial; Antibiotics; Bacteria; Escherichia coli; Gene; Genetics; Genotype","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004171483,0.0006351016,0.0004159269,0.001770608,0.001576902,0.0007773949,0.001055325,0.0004053003,0.001204754],"category_scores_gemma":[0.001285761,0.0003147601,0.0004185837,0.00335408,0.0005003018,0.0002840564,0.0007044809,0.0004337553,0.0001966548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0217672,"about_ca_system_score_gemma":0.02527196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937692,"about_ca_topic_score_gemma":0.9959345,"domain_scores_codex":[0.9991993,0.00003217674,0.00004216628,0.00008853967,0.0004125253,0.0002252995],"domain_scores_gemma":[0.9981083,0.00005016534,0.0002496878,0.00002608418,0.001192267,0.0003735517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001866702,0.00004530764,0.9862954,0.0001785407,0.0000765949,0.0002653035,0.0003821536,0.0002073579,0.001088638,0.00004550093,0.00207107,0.009157494],"study_design_scores_gemma":[0.000009482041,0.00003737542,0.9975556,0.00003398277,0.00003145924,0.0001463244,0.0004214436,0.0002653034,0.0002345321,0.000006168217,0.00125058,0.000007725095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840363,0.001632318,0.0002002065,0.0002564661,0.00001844634,0.0001052213,0.01153491,0.00002937776,0.002186801],"genre_scores_gemma":[0.9905652,0.001239026,0.0005394936,0.0001671236,0.00001202978,0.00002413942,0.006408564,0.000009160753,0.001035253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0217672,"threshold_uncertainty_score":0.1579328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008562628472970592,"score_gpt":0.2332626691511359,"score_spread":0.2247000406781653,"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."}}