{"id":"W3191388966","doi":"10.1093/jac/dkab269","title":"ESBL-positive <i>Escherichia coli</i> and <i>Klebsiella pneumoniae</i> isolates from across Canada: CANWARD surveillance study, 2007–18","year":2021,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba; Health Sciences Centre","funders":"University of Manitoba; Sunovion; Merck; Astellas Pharma US; Pfizer","keywords":"Klebsiella pneumoniae; Microbiology; Broth microdilution; Escherichia coli; Biology; Antibiotics; Minimum inhibitory concentration; Gene","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":[0.0005979568,0.0006836939,0.0004498216,0.002083657,0.002594889,0.001452292,0.001252448,0.0004949669,0.001311726],"category_scores_gemma":[0.001395671,0.0005061378,0.000536775,0.004307739,0.000709917,0.0003691317,0.0008153131,0.0006757363,0.0002886576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02608749,"about_ca_system_score_gemma":0.03712606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9894176,"about_ca_topic_score_gemma":0.9941002,"domain_scores_codex":[0.9983658,0.00005242056,0.00009811361,0.0002308003,0.0007935634,0.0004593215],"domain_scores_gemma":[0.9969126,0.00005925953,0.0004809826,0.00006116115,0.001915815,0.0005701355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001201185,0.00006841611,0.9918526,0.00008742297,0.00007200248,0.0002307507,0.0006104868,0.00008390508,0.0009421802,0.00004561766,0.001668318,0.00421823],"study_design_scores_gemma":[0.00001182522,0.00006394666,0.9962476,0.0000487972,0.00004293642,0.0002426749,0.0009996884,0.0001548727,0.0003164522,0.000007233011,0.001855358,0.000008582093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984242,0.001143756,0.0001947766,0.0002630403,0.0000177065,0.000195428,0.01048648,0.00003007573,0.003426734],"genre_scores_gemma":[0.9892694,0.001173815,0.0005740155,0.0002976769,0.00001889437,0.00004895435,0.007002912,0.00001110653,0.001603265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02608749,"threshold_uncertainty_score":0.1892789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005493696239759813,"score_gpt":0.234238317736346,"score_spread":0.2287446214965861,"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."}}