{"id":"W2754471968","doi":"10.1093/ofid/ofx163.1463","title":"Extra-intestinal Pathogenic Escherichia coli Bloodstream Infections (BSIs) in 2016: Antibiotic Susceptibility Patterns in Calgary, Alberta, Canada","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Ciprofloxacin; Medicine; Antibiotics; Sulfamethoxazole; Amoxicillin; Microbiology; Ampicillin; Antibiotic resistance; Trimethoprim; Piperacillin; Clavulanic acid; Meropenem; Tazobactam; Population; Biology; Imipenem; Bacteria; Environmental health","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":[0.0007996811,0.0007570768,0.0005809665,0.002938618,0.002389395,0.001868789,0.001902122,0.0005719839,0.0020323],"category_scores_gemma":[0.001695594,0.0005035129,0.0005078311,0.006657172,0.0009086806,0.0004320254,0.001305486,0.0009763528,0.0003966678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04133655,"about_ca_system_score_gemma":0.05001473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933427,"about_ca_topic_score_gemma":0.9962071,"domain_scores_codex":[0.9984097,0.00005787804,0.0001223135,0.0001994863,0.0007288839,0.0004817569],"domain_scores_gemma":[0.9974217,0.0000822608,0.0003658402,0.00004059146,0.001318248,0.0007712929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001707956,0.00008900403,0.9767001,0.0001944424,0.0000679124,0.001278473,0.001259247,0.0002091803,0.0007592679,0.000154262,0.003649501,0.01546776],"study_design_scores_gemma":[0.00001100392,0.00005077465,0.9945434,0.0001353723,0.00003179303,0.000514109,0.00238947,0.0002052756,0.00008806006,0.00001896389,0.001993608,0.00001819607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976877,0.006570502,0.0002834542,0.001058278,0.0000994701,0.0002345664,0.008572713,0.00004773493,0.006256312],"genre_scores_gemma":[0.9841744,0.006548834,0.0006982355,0.0009139514,0.00005733295,0.00004558827,0.004868463,0.00002109242,0.002672002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04133655,"threshold_uncertainty_score":0.2999191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007811718077157298,"score_gpt":0.2546838071234232,"score_spread":0.2468720890462659,"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."}}