{"id":"W2790812160","doi":"10.14745/ccdr.v42i04a04","title":"Interim Recommendations for the Reporting of Extensively Drug Resistant and Pan Drug Resistant Isolates of Enterobacteriaceae, Pseudomonas aeruginosa, Acinetobacter spp. And Stenotrophomonas maltophilia","year":2016,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Infections and bacterial resistance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brampton Civic Hospital; Queen Elizabeth II Health Sciences Centre; Dr. Georges-L.-Dumont University Hospital Centre; Provincial Laboratory of Public Health; Saskatchewan Disease Control Laboratory; Institut National de Santé Publique du Québec; St. John’s Health Sciences Centre; Health PEI; Manitoba Beekeepers' Association; Toronto Public Health; BC Centre for Disease Control; Public Health Ontario","funders":"University of Alberta; McGill University","keywords":"Stenotrophomonas maltophilia; Pseudomonas aeruginosa; Microbiology; Drug resistance; Interim; Multi drug resistant; Acinetobacter; Enterobacteriaceae; Acinetobacter baumannii; Biology; Medicine; Antibiotics; Escherichia coli; Bacteria; Geography; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005935648,0.0002027491,0.0003777201,0.00003380852,0.0002588204,0.00002914779,0.00021475,0.00004626135,0.00001736567],"category_scores_gemma":[0.0009903241,0.0001362075,0.0001078092,0.00006813421,0.0002561277,0.00001665438,0.0002935006,0.00006945268,5.988357e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005706128,"about_ca_system_score_gemma":0.0005757204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02432923,"about_ca_topic_score_gemma":0.1061736,"domain_scores_codex":[0.997966,0.0001101856,0.001207012,0.0003459222,0.0001227269,0.000248154],"domain_scores_gemma":[0.9967425,0.0001777777,0.001389759,0.001078451,0.0004683251,0.0001432069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001747252,0.0000844078,0.02516772,0.0002090508,0.000247234,0.00004781711,0.00005072335,0.000001371565,0.9629073,0.0001413346,0.008039967,0.001355805],"study_design_scores_gemma":[0.00167236,0.0002634613,0.5466244,0.0009740912,0.0003628432,0.0001724538,0.000769935,0.00001696255,0.09090492,0.0002299428,0.357383,0.0006257251],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945978,0.002059279,0.00008395207,0.002206319,0.0002194594,0.0004026579,0.0003168467,0.000006255349,0.0001074164],"genre_scores_gemma":[0.9963915,0.001536525,0.0004352796,0.00009158196,0.00005587149,0.00006059731,0.0001202084,0.0000260858,0.001282325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8720024,"threshold_uncertainty_score":0.9821678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563727126293217,"score_gpt":0.2549954298550985,"score_spread":0.2393581585921663,"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."}}